Professor Prof. V. Solo

Professor Prof. V. Solo

Professor

BSc(UQ), BSc(first class honours)(UNSW), BE (first class honours)(UNSW), PhD (ANU) 1979.

Engineering
Electrical Engineering and Telecommunications

Professor Victor Solo is Director of Research with the School of Electrical Engineering and Telecommunications.
His research interests include:   

  • Systems, Signal Processing and Control
  • Ill-Conditioned Inverse Problems
  • Econometrics, Time Series and System Identification
  • Medical Imaging and Computer Vision
  • Neural Coding and Point Processes
Phone
54010
  • Book Chapters | 2016
    Solo V, 2016, '’unobserved’ monte carlo methods for adaptive algorithms', in Modeling Uncertainty : An Examination of Stochastic Theory, Methods, and Applications, pp. 373 - 382
    Book Chapters | 2013
    Solo V, 2013, 'Averaging analysis of adaptive algorithms made simple', in System Identification, Environmental Modelling, and Control System Design, pp. 115 - 131, http://dx.doi.org/10.1007/978-0-85729-974-1_6
    Book Chapters | 2012
    Solo V, 2012, 'Averaging Analysis of Adaptive Algorithms Made Simple', in Wag L; Garnier H (ed.), System Identification, Environmental Modelling, and Control System Design, Springer, New York, pp. 123 - 138, http://dx.doi.org/10.1007/978-0-85729-974-1
    Book Chapters | 2012
    Solo V, 2012, 'Averaging analysis of adaptive algorithms made simple', in System Identification, Environmental Modelling, and Control System Design, pp. 115 - 131, http://dx.doi.org/10.1007/978-0-85729-974-1_6
    Book Chapters | 2004
    Brown EN; Solo V; Choe Y; Zhang Z, 2004, 'Measuring period of human biological clock: infill asymptotic analysis of harmonic regression parameter estimates.', in , pp. 382 - 405, http://dx.doi.org/10.1016/S0076-6879(04)83016-7
    Book Chapters | 2001
    Solo V, 2001, 'The end of time series', in Statistics in the 21st Century, pp. 444 - 450
    Book Chapters | 1995
    Solo V, 1995, 'Averaging Methods for the Analysis of Adaptive Algorithms', in The IMA Volumes in Mathematics and its Applications, Springer New York, pp. 351 - 358, http://dx.doi.org/10.1007/978-1-4419-8568-2_16
    Book Chapters | 1981
    Solo V, 1981, 'Time Series Recursions and Self-Tuning Control', in Computer Science and Statistics: Proceedings of the 13th Symposium on the Interface, Springer US, pp. 178 - 184, http://dx.doi.org/10.1007/978-1-4613-9464-8_26
    Book Chapters |
    Solo V, 'Stability of slowly time-varying linear systems', in Lecture Notes in Control and Information Sciences, Springer Berlin Heidelberg, pp. 451 - 456, http://dx.doi.org/10.1007/bfb0113260
  • Journal articles | 2025
    Rong X; Solo V, 2025, 'Stable reduced-rank VAR identification', Automatica, 171, http://dx.doi.org/10.1016/j.automatica.2024.111961
    Journal articles | 2020
    Godoy BI; Solo V; Pasha SA, 2020, 'Truncated Hawkes point process modeling: System theory and system identification', Automatica, 113, http://dx.doi.org/10.1016/j.automatica.2019.108733
    Journal articles | 2020
    Sundaram P; Luessi M; Bianciardi M; Stufflebeam S; Hamalainen M; Solo V, 2020, 'Individual Resting-State Brain Networks Enabled by Massive Multivariate Conditional Mutual Information', IEEE Transactions on Medical Imaging, 39, pp. 1957 - 1966, http://dx.doi.org/10.1109/TMI.2019.2962517
    Journal articles | 2019
    Chung MK; Lee H; Di Christofano A; Ombao H; Solo V, 2019, 'Exact topological inference of the resting-state brain networks in twins', Network Neuroscience, 3, pp. 674 - 694, http://dx.doi.org/10.1162/netn_a_00091
    Journal articles | 2019
    Solo V; Greco MS; Mandic D; Djuric P; Spanias A; Bugallo MF, 2019, 'Innovation Starts with Education: ICASSP 2019 Education Panel [SP Forum]', IEEE Signal Processing Magazine, 36, pp. 135 - 137+147, http://dx.doi.org/10.1109/MSP.2019.2923280
    Journal articles | 2018
    Cassidy B; Bowman FD; Rae C; Solo V, 2018, 'On the Reliability of Individual Brain Activity Networks', IEEE Transactions on Medical Imaging, 37, pp. 649 - 662, http://dx.doi.org/10.1109/TMI.2017.2774364
    Journal articles | 2018
    Marjanovic G; Solo V, 2018, 'Numerical Methods for Stochastic Differential Equations in Matrix Lie Groups Made Simple', IEEE Transactions on Automatic Control, 63, pp. 4035 - 4050, http://dx.doi.org/10.1109/TAC.2018.2798703
    Journal articles | 2018
    Solo V; Poline JB; Lindquist MA; Simpson SL; Bowman FD; Chung MK; Cassidy B, 2018, 'Connectivity in fMRI: Blind Spots and Breakthroughs', IEEE Transactions on Medical Imaging, 37, pp. 1537 - 1550, http://dx.doi.org/10.1109/TMI.2018.2831261
    Journal articles | 2017
    Piggott MJ; Solo V, 2017, 'Correction to Diffusion LMS With Correlated Regressors I: Realization-wise Stability', IEEE Transactions on Signal Processing, http://dx.doi.org/10.1109/TSP.2017.2762280
    Journal articles | 2017
    Piggott MJ; Solo V, 2017, 'Diffusion LMS with Correlated Regressors II: Performance', IEEE Transactions on Signal Processing, 65, pp. 3934 - 3947, http://dx.doi.org/10.1109/TSP.2017.2703677
    Journal articles | 2016
    Piggott MJ; Solo V, 2016, 'Diffusion LMS with correlated Regressors I: Realization-wise stability', IEEE Transactions on Signal Processing, 64, pp. 5473 - 5484, http://dx.doi.org/10.1109/TSP.2016.2576426
    Journal articles | 2016
    Piggott MJ; Solo V, 2016, 'Geometric Euler-Maruyama schemes for stochastic differential equations in SO(n) and SE(n)?', SIAM Journal on Numerical Analysis, 54, pp. 2490 - 2516, http://dx.doi.org/10.1137/15M1019726
    Journal articles | 2016
    Solo V, 2016, 'State-space analysis of Granger-Geweke causality measures with application to fMRI', Neural Computation, 28, http://dx.doi.org/10.1162/NECO_a_00828
    Journal articles | 2015
    Cassidy B; Rae C; Solo V, 2015, 'Brain activity: Connectivity, sparsity, and mutual information', IEEE Transactions on Medical Imaging, 34, pp. 846 - 860, http://dx.doi.org/10.1109/TMI.2014.2358681
    Journal articles | 2015
    Cassidy B; Solo V, 2015, 'Spatially sparse, temporally smooth MEG via vector ℓ0', IEEE Transactions on Medical Imaging, 34, pp. 1282 - 1293, http://dx.doi.org/10.1109/TMI.2014.2383376
    Journal articles | 2015
    Ulfarsson MO; Solo V, 2015, 'Selecting the number of principal components with SURE', IEEE Signal Processing Letters, 22, pp. 239 - 243, http://dx.doi.org/10.1109/LSP.2014.2337276
    Journal articles | 2014
    Marjanovic G; Solo V, 2014, 'Lq sparsity penalized linear regression with cyclic descent', IEEE Transactions on Signal Processing, 62, pp. 1464 - 1475, http://dx.doi.org/10.1109/TSP.2014.2302740
    Journal articles | 2014
    Marjanovic G; Solo V, 2014, 'On lq optimization and sparse inverse covariance selection', IEEE Transactions on Signal Processing, 62, pp. 1644 - 1654, http://dx.doi.org/10.1109/TSP.2014.2303429
    Journal articles | 2014
    Seneviratne AJ; Solo V, 2014, 'Group sparsity via SURE based on regression parameter mean squared error', IEEE Signal Processing Letters, 21, pp. 1125 - 1129, http://dx.doi.org/10.1109/LSP.2014.2322085
    Journal articles | 2013
    Maher A; Solo V; Rae CD, 2013, 'Magnetic Resonance-based Metabolomics for Understanding Neurological Disorders: current status and statistical considerations.', Current Metabolomics, 1, pp. 2 - 14, http://dx.doi.org/10.2174/2213235X11301010002
    Journal articles | 2013
    Noh J; Solo V, 2013, 'Space-Time Separability in FMRI: Asymptotic Power Analysis and Cramér-Rao Lower Bounds', Signal Processing, IEEE Transactions on, 61, pp. 148 - 153, http://dx.doi.org/10.1109/TSP.2012.2226168
    Journal articles | 2013
    Solo V; Pasha SA, 2013, 'Point-Process Principal Components Analysis via Geometric Optimization', Neural Computation, 25, pp. 101 - 122, http://dx.doi.org/10.1162/NECO_a_00382
    Journal articles | 2013
    Ulfarsson MO; Solo V, 2013, 'Tuning parameter selection for underdetermined reduced-rank regression', IEEE Signal Processing Letters, 20, pp. 881 - 884, http://dx.doi.org/10.1109/LSP.2013.2272463
    Journal articles | 2012
    Cassidy B; Long C; Rae CD; Solo V, 2012, 'Identifying fMRI Model Violations with Lagrange Multiplier Tests', IEEE Transactions on Medical Imaging, 31, pp. 1481 - 1492, http://dx.doi.org/10.1109/TMI.2012.2195327
    Journal articles | 2012
    D. Maher A; Solo V; D. Rae C, 2012, 'Magnetic Resonance-Based Metabolomics for Understanding Neurological Disorders: Current Status and Statistical Considerations', Current Metabolomics, 1, pp. 2 - 14, http://dx.doi.org/10.2174/2213235x130102
    Journal articles | 2012
    Goran M; Solo V, 2012, 'On lq Optimization and matrix completion', IEEE Transactions on Signal Processing, 60, pp. 5714 - 5724, http://dx.doi.org/10.1109/TSP.2012.2212015
    Journal articles | 2012
    Heaton C; Solo V, 2012, 'Estimation of high-dimensional linear factor models with grouped variables', Journal of Multivariate Analysis, 105, pp. 348 - 367, http://dx.doi.org/10.1016/j.jmva.2011.10.001
    Journal articles | 2012
    Solo V; Pasha SA, 2012, 'A test for independence between a point process and an analogue signal', Journal of Time Series Analysis, 33, pp. 824 - 840, http://dx.doi.org/10.1111/j.1467-9892.2012.00790.x
    Journal articles | 2011
    Noh J; Solo V, 2011, 'Rician distributed FMRI: Asymptotic power analysis and cramér-rao lower bounds', IEEE Transactions on Signal Processing, 59, pp. 1322 - 1328, http://dx.doi.org/10.1109/TSP.2010.2098400
    Journal articles | 2011
    Ulfarsson MO; Solo V, 2011, 'Vector l0 sparse variable PCA', IEEE Transactions on Signal Processing, 59, pp. 1949 - 1958, http://dx.doi.org/10.1109/TSP.2011.2112653
    Journal articles | 2010
    Solo V; Freudenberg J; Middleton R, 2010, 'Stabilization and Disturbance Attenuation Over a Gaussian Communication Channel', IEEE Transactions on Automatic Control, 55, pp. 795 - 799
    Journal articles | 2009
    Lin F-H; Hara K; Solo V; Vangel M; Belliveau J; Stufflebeam S; Hamalainen M, 2009, 'Dynamic Granger-Geweke causality modeling with application to interictal spike propagation', NeuroImage, 47, pp. S169 - S169, http://dx.doi.org/10.1016/s1053-8119(09)71812-9
    Journal articles | 2009
    Lin F; Hara K; Solo V; Vangel M; Belliveau JW; Stufflebeam S; Hamalainen M, 2009, 'Dynamic Granger-Geweke causality modeling with application to interictal spike propagation', Human Brain Mapping, 30, pp. 1877 - 1886
    Journal articles | 2008
    Noh J; Solo V, 2008, 'Activation detection in functional MRI based on non-separable space-time noise models', 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI, pp. 580 - 583, http://dx.doi.org/10.1109/ISBI.2008.4541062
    Journal articles | 2008
    Ulfarsson MO; Solo V, 2008, 'Dimension Estimation in Noisy PCA With SURE and Random Matrix Theory', IEEE Transactions on Signal Processing, 56, pp. 5804 - 5816
    Journal articles | 2008
    Ulfarsson MO; Solo V, 2008, 'Sparse Variable PCA Using Geodesic Steepest Descent', IEEE Transactions on Signal Processing, 56, pp. 5823 - 5832
    Journal articles | 2007
    Noh J; Solo V, 2007, 'Testing for space-time separability in functional MRI', 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Proceedings, pp. 412 - 415, http://dx.doi.org/10.1109/ISBI.2007.356876
    Journal articles | 2005
    Long CJ; Brown EN; Triantafyllou C; Aharon I; Wald LL; Solo V, 2005, 'Nonstationary noise estimation in functional MRI.', Neuroimage, 28, pp. 890 - 903, http://dx.doi.org/10.1016/j.neuroimage.2005.06.043
    Journal articles | 2004
    Barbieri R; Frank LM; Nguyen DP; Quirk MC; Solo V; Wilson M; Brown EN, 2004, 'Dynamic analyses of information encoding in neural ensembles', Neural Computation, 16, pp. 277 - 307
    Journal articles | 2004
    Eden UT; Frank LM; Barbieri R; Solo V; Brown EN, 2004, 'Dynamic analysis of neural encoding by point process adaptive filtering', Neural Computation, 16, pp. 971 - 998
    Journal articles | 2004
    Heaton C; Solo V, 2004, 'Identification of causal factor models of stationary time series', The Econometrics Journal, 7, pp. 618 - 627, http://dx.doi.org/10.1111/j.1368-423x.2004.00146.x
    Journal articles | 2004
    Long C; Brown EN; Manoach D; Solo V, 2004, 'Spatiotemporal wavelet analysis for functional MRI.', Neuroimage, 23, pp. 500 - 516, http://dx.doi.org/10.1016/j.neuroimage.2004.04.017
    Journal articles | 2004
    Solo V, 2004, 'Averaging analysis of a point process adaptive algorithm', Journal of Applied Probability, 41, pp. 361 - 372, http://dx.doi.org/10.1017/s0021900200112410
    Journal articles | 2004
    Solo V, 2004, 'Averaging analysis of a point process adaptive algorithm', Journal of Applied Probability, 41A, pp. 361 - 372
    Journal articles | 2003
    Shi M; Solo V, 2003, 'Empirical choice of smoothing parameters in optical flow with correlated errors', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 3, pp. 161 - 164
    Journal articles | 2003
    Solo V; Brown EN; Long CJ, 2003, 'Spatial wavelets for temporally correlated FMRI', IEEE International Conference on Image Processing, 2, pp. 843 - 846
    Journal articles | 2003
    Solo V, 2003, 'An EM algorithm for singular State Space Models', Proceedings of the IEEE Conference on Decision and Control, 4, pp. 3457 - 3460, http://dx.doi.org/10.1109/CDC.2003.1271681
    Journal articles | 2003
    Solo V, 2003, 'Signals in coloured noise: Joint non-parametric estimation of signal and of noise spectrum', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 6, pp. 301 - 304
    Journal articles | 2002
    Frank LM; Eden UT; Solo V; Wilson MA; Brown EN, 2002, 'Contrasting patterns of receptive field plasticity in the hippocampus and the entorhinal cortex: an adaptive filtering approach', Journal of Neuroscience, 22(9), pp. 3817 - 3830
    Journal articles | 2002
    Solo V; Barbieri R; Frank LM; Quirk MC; Wilson MA; Brown EN, 2002, 'Construction and analysis of non-Gaussian spatial models of neural spiking activity', Neurocomputing, 44-46, pp. 309 - 314
    Journal articles | 2002
    Solo V; Bonmassar G; Purdon P; Jaaskelainen IP; Chiappa K; Brown EA; Belliveau JW, 2002, 'Motion and ballistocardiogram artifact removal forinterleaved recording of EEG and EPs during MRI', Neuroimage, 16, pp. 1127 - 1141
    Journal articles | 2001
    Brown EA; Nguyen DP; Frank LM; Wilson MR; Solo V, 2001, 'An analysis of neural receptive field dynamics by point process adaptive filtering', Proceedings of the National Academy of Sciences of the United States of America, pp. 12261 - 12266
    Journal articles | 2001
    Ng L; Solo V, 2001, 'Errors-in-variables modelling in optical flow estimation', IEEE Transactions on Image Processing, 10, pp. 1528 - 1540
    Journal articles | 2001
    Purdon P; Jaaskelainen I; Solo V; Brown E; Belliveau J; Bonmassar G, 2001, 'Ballistocardiogram removal and motion correction for interleaved recording of EEG and ERP during MRI', NEUROIMAGE, 13, pp. S39 - S39, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000169106300040&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Journal articles | 2001
    Purdon P; Solo V; Weisskoff R; Brown EA, 2001, 'Locally regularised spatio-temporal modelling and model comparison for functional MRI', Neuroimage, 14, pp. 912 - 923
    Journal articles | 2001
    Solo V; Purdon P; Brown E, 2001, 'Spatio-temporal signal processing for multisubject functional MRI studies', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 6, pp. 3441 - 3444, http://dx.doi.org/10.1109/ICASSP.2001.940581
    Journal articles | 2001
    Solo V; Purdon P; Weisskoff R; Brown EA, 2001, 'A signal estimation approach to functional MRI', IEEE Transactions on Medical Imaging, 20, pp. 26 - 35
    Journal articles | 2001
    Solo V, 2001, 'Asymptotics for complexity regularized transfer function estimation with orthonormal bases', Proceedings of the IEEE Conference on Decision and Control, 5, pp. 4766 - 4769
    Journal articles | 2001
    Solo V, 2001, 'Automatic stopping criterion for anisotropic diffusion', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 6, pp. 3929 - 3932
    Journal articles | 2001
    Solo V, 2001, 'Discussion', Journal of the American Statistical Association, 96, pp. 963 - 964
    Journal articles | 2001
    Solo V, 2001, 'Regularization of wavelet approximations - Discussion', JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 96, pp. 963 - 964, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000170729300023&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Journal articles | 2000
    Purdon P; Solo V; Brown E, 2000, 'Spatio-temporal longitudinal data analysis', NeuroImage, 11, pp. S654 - S654, http://dx.doi.org/10.1016/s1053-8119(00)91584-2
    Journal articles | 2000
    Solo V, 2000, 'A Simple Derivation of the Smoothing Spline', The American Statistician, 54, pp. 40 - 43, http://dx.doi.org/10.1080/00031305.2000.10474506
    Journal articles | 2000
    Solo V, 2000, 'Limits to estimation in stochastic ill-conditioned inverse problems', IEEE Transactions on Information Theory, 46, pp. 1872 - 1880, http://dx.doi.org/10.1109/18.857797
    Journal articles | 2000
    Solo V, 2000, 'The End of Time Series', Journal of the American Statistical Association, 95, pp. 1346 - 1349, http://dx.doi.org/10.1080/01621459.2000.10474345
    Journal articles | 1999
    Hong K-S; Solo V; Bentsman J, 1999, 'Adaptive control of a time-varying parabolic system: Averaging analysis', IFAC Proceedings Volumes, 32, pp. 2476 - 2481, http://dx.doi.org/10.1016/s1474-6670(17)56421-6
    Journal articles | 1999
    Lee TCM; Solo V, 1999, 'Bandwidth selection for local linear regression: A simulation study', Computational Statistics, 14, pp. 515 - 532, http://dx.doi.org/10.1007/s001800050029
    Journal articles | 1999
    Solo V, 1999, 'More on robust identification and large deviations', IFAC Proceedings Volumes, 32, pp. 4218 - 4222, http://dx.doi.org/10.1016/s1474-6670(17)56719-1
    Journal articles | 1998
    Solo V; Kong X, 1998, 'Performance analysis of adaptive eigenanalysis algorithms', IEEE TRANSACTIONS ON SIGNAL PROCESSING, 46, pp. 636 - 646, http://dx.doi.org/10.1109/78.661331
    Journal articles | 1997
    Solo V, 1997, 'The stability of LMS', IEEE Transactions on Signal Processing, 45, pp. 3017 - 3026, http://dx.doi.org/10.1109/78.650261
    Journal articles | 1996
    SOLO V, 1996, 'Deterministic adaptive control with slowly varying parameters: an averaging analysis', International Journal of Control, 64, pp. 99 - 125, http://dx.doi.org/10.1080/00207179608921619
    Journal articles | 1996
    Weisskoff RM; O'Craven KM; Savoy R; Brown E; Solo V, 1996, 'Temporal correlation in fMRI of the visual cortex: Impact on imaging rate', NeuroImage, 3, pp. S107 - S107, http://dx.doi.org/10.1016/s1053-8119(96)80109-1
    Journal articles | 1995
    Solo V, 1995, 'Errors in Variables and Cointegration', Econometric Theory, 11, pp. 60 - 80, http://dx.doi.org/10.1017/s0266466600009038
    Journal articles | 1994
    KONG X; SOLO V, 1994, 'STOCHASTIC AVERAGING ANALYSIS OF A STEEPEST-DESCENT-TYPE ADAPTIVE TIME-DELAY ESTIMATION ALGORITHM', MATHEMATICS OF CONTROL SIGNALS AND SYSTEMS, 7, pp. 121 - 147, http://dx.doi.org/10.1007/BF01211470
    Journal articles | 1994
    Solo V, 1994, 'On the stability of slowly time-varying linear systems', Mathematics of Control, Signals, and Systems, 7, pp. 331 - 350, http://dx.doi.org/10.1007/bf01211523
    Journal articles | 1993
    Solo V, 1993, 'Adaptive Control Performance with Time Varying Parameters', IFAC Proceedings Volumes, 26, pp. 397 - 399, http://dx.doi.org/10.1016/s1474-6670(17)49153-1
    Journal articles | 1992
    Solo V, 1992, 'The Statistical Theory of Linear Systems E. J. Hannan and Manfred Deistler John Wiley & Sons, 1988', Econometric Theory, 8, pp. 135 - 143, http://dx.doi.org/10.1017/s026646660001080x
    Journal articles | 1992
    Solo V, 1992, 'The error variance of LMS with time-varying weights', IEEE Transactions on Signal Processing, 40, pp. 803 - 813, http://dx.doi.org/10.1109/78.127953
    Journal articles | 1990
    Solo V, 1990, 'Stochastic adaptive control and Martingale limit theory', IEEE Transactions on Automatic Control, 35, pp. 66 - 71, http://dx.doi.org/10.1109/9.45146
    Journal articles | 1989
    Solo V, 1989, 'Adaptive spectral factorization', IEEE Transactions on Automatic Control, 34, pp. 1047 - 1051, http://dx.doi.org/10.1109/9.35274
    Journal articles | 1989
    Solo V, 1989, 'The limiting behavior of LMS', IEEE Transactions on Acoustics, Speech, and Signal Processing, 37, pp. 1909 - 1922, http://dx.doi.org/10.1109/29.45537
    Journal articles | 1984
    Solo V, 1984, 'Consistency for the least squares estimator in a transfer function model', Journal of Applied Probability, 21, pp. 88 - 97, http://dx.doi.org/10.1017/s0021900200024402
    Journal articles | 1984
    Solo V, 1984, 'Consistency for the least squares estimator in a transfer function model', Journal of Applied Probability, 21, pp. 88 - 97, http://dx.doi.org/10.2307/3213667
    Journal articles | 1984
    Solo V, 1984, 'The Order of Differencing in ARIMA Models', Journal of the American Statistical Association, 79, pp. 916 - 921, http://dx.doi.org/10.1080/01621459.1984.10477111
    Journal articles | 1982
    Solo V, 1982, 'Stochastic approximation and the final value theorem', Stochastic Processes and their Applications, 13, pp. 139 - 156, http://dx.doi.org/10.1016/0304-4149(82)90031-x
    Journal articles | 1982
    Solo V, 1982, 'Stochastic approximation with dependent noise', Stochastic Processes and their Applications, 13, pp. 157 - 170, http://dx.doi.org/10.1016/0304-4149(82)90032-1
    Journal articles | 1981
    Solo V, 1981, 'The convergence of an instrumental-variable-like recursion', Automatica, 17, pp. 545 - 547, http://dx.doi.org/10.1016/0005-1098(81)90012-1
  • Conference Papers | 2024
    Pasha SA; Solo V, 2024, 'Vector Nonlinear Hawkes Model with Inhibition', in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, pp. 9381 - 9385, presented at ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 14 April 2024 - 19 April 2024, http://dx.doi.org/10.1109/icassp48485.2024.10447472
    Conference Papers | 2023
    Pasha SA; Solo V, 2023, 'Modelling Inhibitory Effects with a Nonlinear Hawkes Model', in Proceedings of the IEEE Conference on Decision and Control, pp. 2458 - 2463, http://dx.doi.org/10.1109/CDC49753.2023.10383390
    Conference Papers | 2023
    Rong X; Solo V; Seneviratne AJ, 2023, 'Hawkes Network Identification with Log-Sparsity Penalty', in Proceedings of the IEEE Conference on Decision and Control, pp. 1201 - 1206, http://dx.doi.org/10.1109/CDC49753.2023.10383386
    Conference Papers | 2023
    Rong X; Solo V, 2023, 'State Space Subspace Noise Modeling with Guaranteed Stability', in Proceedings of the IEEE Conference on Decision and Control, pp. 4203 - 4208, http://dx.doi.org/10.1109/CDC49753.2023.10383942
    Conference Papers | 2023
    Solo V, 2023, 'Asymptotic Bias and Variance of Kernel Ridge Regression', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, http://dx.doi.org/10.1109/ICASSP49357.2023.10096774
    Conference Papers | 2023
    Solo V, 2023, 'On Tracking a Stochastically Time-Varying Subspace', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, http://dx.doi.org/10.1109/ICASSP49357.2023.10095648
    Conference Papers | 2022
    Pasha A; Solo V, 2022, 'Testing for Coincidences between Time Varying Poisson Processes', in Proceedings of the IEEE Conference on Decision and Control, pp. 5381 - 5386, http://dx.doi.org/10.1109/CDC51059.2022.9992679
    Conference Papers | 2022
    Revay M; Solo V, 2022, 'CONVEX CLUSTERING FOR AUTOCORRELATED TIME SERIES', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 3313 - 3317, http://dx.doi.org/10.1109/ICASSP43922.2022.9747143
    Conference Papers | 2022
    Rong X; Solo V, 2022, 'CRAMER-RAO BOUND FOR THE TIME-VARYING POISSON', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), SINGAPORE, Singapore, pp. 5757 - 5761, presented at ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), SINGAPORE, Singapore, 22 May 2022 - 27 May 2022, http://dx.doi.org/10.1109/ICASSP43922.2022.9746658
    Conference Papers | 2021
    Pasha SA; Solo V, 2021, 'Mutual information flows in a bivariate point process', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 1095 - 1099, http://dx.doi.org/10.1109/ICASSP39728.2021.9414484
    Conference Papers | 2021
    Rong X; Solo V, 2021, 'On the Error Rate for Classifying Point Processes', in Proceedings of the IEEE Conference on Decision and Control, pp. 120 - 125, http://dx.doi.org/10.1109/CDC45484.2021.9683270
    Conference Papers | 2021
    Solo V; Pasha A, 2021, 'Partial Trajectory Mutual Information Flow in a Small Point Process Network', in Proceedings of the IEEE Conference on Decision and Control, pp. 4448 - 4453, http://dx.doi.org/10.1109/CDC45484.2021.9683004
    Conference Papers | 2021
    Solo V; Wang Z, 2021, 'Convergence of a Tangent Space Numerical Scheme for a Stochastic Differential Equation on a Sphere', in Proceedings of the IEEE Conference on Decision and Control, pp. 5814 - 5819, http://dx.doi.org/10.1109/CDC45484.2021.9683003
    Conference Papers | 2021
    Wang Z; Solo V, 2021, 'Numerical solution of stochastic differential equations in stiefel manifolds via tangent space parametrization', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 5125 - 5129, http://dx.doi.org/10.1109/ICASSP39728.2021.9413353
    Conference Papers | 2021
    Yue Z; Cassidy B; Solo V, 2021, 'Comparing Vector Networks via Frequency Domain Persistent Homology', in Proceedings of the IEEE Conference on Decision and Control, pp. 126 - 131, http://dx.doi.org/10.1109/CDC45484.2021.9683493
    Conference Papers | 2021
    Yue Z; Solo V, 2021, 'Clustering a collection of networks with mixtures of L1-sparse graphical models', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 3760 - 3764, http://dx.doi.org/10.1109/ICASSP39728.2021.9415068
    Conference Papers | 2020
    Pasha SA; Solo V; Godoy B, 2020, 'An em Algorithm for the Time-Variant Vector Hawkes Process', in Proceedings of the IEEE Conference on Decision and Control, pp. 1726 - 1731, http://dx.doi.org/10.1109/CDC42340.2020.9304188
    Conference Papers | 2020
    Solo V; Chirikjian GS, 2020, 'On the Cramer-Rao Bound in Riemannian Manifolds with Application to SO(3)', in Proceedings of the IEEE Conference on Decision and Control, pp. 4117 - 4122, http://dx.doi.org/10.1109/CDC42340.2020.9304404
    Conference Papers | 2020
    Wang Z; Solo V, 2020, 'Lie Group State Estimation via Optimal Transport', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 5625 - 5629, http://dx.doi.org/10.1109/ICASSP40776.2020.9053636
    Conference Papers | 2020
    Wang Z; Solo V, 2020, 'Particle Filtering on the Stiefel Manifold with Optimal Transport', Virtual, presented at 2020 IEEE 58th Conference on Decision and Control (CDC), Virtual, 12 December 2020
    Conference Papers | 2020
    Yue Z; Solo V, 2020, 'Large-Scale Time Series Clustering with k-ARs', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6044 - 6048, http://dx.doi.org/10.1109/ICASSP40776.2020.9053016
    Conference Papers | 2020
    Yue Z; Sundaram P; Solo V, 2020, 'Fast Block-Sparse Estimation for Vector Networks', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 5510 - 5514, http://dx.doi.org/10.1109/ICASSP40776.2020.9052959
    Conference Papers | 2019
    Pasha SA; Solo V, 2019, 'Adaptive Estimation of a Vector Point Process Mode', in Proceedings of the IEEE Conference on Decision and Control, pp. 2904 - 2909, http://dx.doi.org/10.1109/CDC40024.2019.9029642
    Conference Papers | 2019
    Solo V; Chirikjian GS, 2019, 'Ito, Stratonovich and Geometry', in Proceedings of the IEEE Conference on Decision and Control, pp. 3026 - 3032, http://dx.doi.org/10.1109/CDC40024.2019.9029761
    Conference Papers | 2019
    Solo V; Wang Z, 2019, 'Numerical Methods for Stochastic Differential Equations in Stiefel Manifolds via the Cayley Transform', in 2019 IEEE 58th Conference on Decision and Control (CDC), IEEE, pp. 3303 - 3038, presented at 2019 IEEE 58th Conference on Decision and Control (CDC), 11 December 2019 - 13 December 2019, http://dx.doi.org/10.1109/cdc40024.2019.9029436
    Conference Papers | 2019
    Solo V, 2019, 'LMS: Past, Present and Future', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 7740 - 7744, http://dx.doi.org/10.1109/ICASSP.2019.8682624
    Conference Papers | 2019
    Solo V, 2019, 'On Random Matrix Theory and Autoregressive Modeling', in Proceedings of the IEEE Conference on Decision and Control, pp. 4527 - 4532, http://dx.doi.org/10.1109/CDC40024.2019.9030096
    Preprints | 2018
    Chung MK; Lee H; Gritsenko A; DiChristofano A; Pluta D; Ombao H; Solo V, 2018, Topological Brain Network Distances, , http://dx.doi.org/10.48550/arxiv.1809.03878
    Conference Papers | 2018
    Marjanovic G; Solo V, 2018, 'Vector ℓ0 Sparse Conditional Independence Graphs', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 2731 - 2735, http://dx.doi.org/10.1109/ICASSP.2018.8461742
    Conference Papers | 2018
    Pasha SA; Solo V, 2018, 'Sparse Topology Identification for Point Process Networks', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 2196 - 2200, http://dx.doi.org/10.1109/ICASSP.2018.8462076
    Conference Papers | 2018
    Piggott M; Solo V, 2018, 'Non-Negative Online Estimation for Hawkes Process Networks', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6333 - 6337, http://dx.doi.org/10.1109/ICASSP.2018.8462138
    Conference Papers | 2018
    Solo V; Piggott MJ, 2018, 'Stochastic Attitude Synchronization', in Proceedings of the IEEE Conference on Decision and Control, pp. 2956 - 2961, http://dx.doi.org/10.1109/CDC.2018.8619633
    Conference Papers | 2017
    Chung MK; Lee H; Solo V; Davidson RJ; Pollak SD, 2017, 'Topological distances between brain networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Quebec City, QC, Canada, pp. 161 - 170, presented at First International Workshop, CNI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, 14 September 2017 - 14 September 2017, http://dx.doi.org/10.1007/978-3-319-67159-8_19
    Conference Papers | 2017
    Marjanovic G; Solo V, 2017, 'An engineer's guide to Particle Filtering on the Stiefel manifold', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, New Orleans, LA, USA, pp. 3834 - 3838, presented at 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA, 05 March 2017 - 09 March 2017, http://dx.doi.org/10.1109/ICASSP.2017.7952874
    Conference Papers | 2017
    Piggott MJ; Solo V, 2017, 'Stability of adaptive network algorithms in multitask environments', in 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017, pp. 1472 - 1477, http://dx.doi.org/10.1109/CDC.2017.8263860
    Conference Papers | 2016
    Cassidy B; Bowman D; Rae C; Solo V, 2016, 'Network persistent homology explains baseline reliability for resting state fMRI', in New York Academy of Sciences Workshop on Data Science, Learning and Applications to Biomedical and Health Sciences, New York, presented at New York Academy of Sciences Workshop on Data Science, Learning and Applications to Biomedical and Health Sciences, New York, 07 January 2016 - 08 January 2016
    Conference Papers | 2016
    Godoy BI; Solo V; Min J; Pasha SA, 2016, 'Local likelihood estimation of time-variant Hawkes models', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 4199 - 4203, http://dx.doi.org/10.1109/ICASSP.2016.7472468
    Conference Papers | 2016
    Marjanovic G; Solo V, 2016, 'An engineer's guide to particle filtering on matrix Lie groups', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Shanghai, China, pp. 3969 - 3973, presented at Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on, Shanghai, China, 20 March 2016 - 25 March 2016, http://dx.doi.org/10.1109/ICASSP.2016.7472422
    Conference Papers | 2016
    Marjanovic G; Ulfarsson M; Solo V, 2016, 'Large-scale l0 sparse inverse covariance estimation', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, Shanghai, China, pp. 4767 - 4771, presented at 2016 IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Shanghai, China, 20 March 2016 - 25 March 2016, http://dx.doi.org/10.1109/ICASSP.2016.7472582
    Conference Papers | 2016
    Solo V; Cassidy B; Rae C, 2016, 'Network comparison with frequency domain persistent homology', in 2016 IEEE 13th International Symposium on Biomedical Imaging, Prague, Czech Republic, presented at IEEE International Symposium on Biomedical Imaging, Prague, Czech Republic, 13 April 2016 - 16 April 2016, http://dx.doi.org/10.1109/ISBI.2016.7493328
    Conference Papers | 2016
    Solo V; Marjanovic G; Piggott M, 2016, 'Numerical methods for stochastic differential equations in the Stiefel manifold made simple', in 2016 IEEE 55th Conference on Decision and Control (CDC), IEEE, Las Vegas, USA, pp. 2853 - 2860, presented at 2016 IEEE 55th Conference on Decision and Control (CDC), Las Vegas, USA, 12 December 2016 - 14 December 2016, http://dx.doi.org/10.1109/CDC.2016.7798694
    Conference Papers | 2016
    Solo V; Piggott M, 2016, 'What to do about noisy consensus?', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, IEEE, Shanghai, China, pp. 4836 - 4839, presented at 2016 IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Shanghai, China, 20 March 2016 - 25 March 2016, http://dx.doi.org/10.1109/ICASSP.2016.7472596
    Conference Papers | 2016
    Solo V, 2016, 'Noisy subspace tracking in continuous time', in 2016 IEEE 55th Conference on Decision and Control, CDC 2016, pp. 2994 - 2999, http://dx.doi.org/10.1109/CDC.2016.7798716
    Conference Papers | 2016
    Ulfarsson MO; Solo V; Sigurdsson J; Sveinsson JR, 2016, 'Distributed dyadic cyclic descent for non-negative matrix factorization', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Shanghai, China, pp. 4303 - 4307, presented at 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 20 March 2016 - 26 March 2016, http://dx.doi.org/10.1109/ICASSP.2016.7472489
    Conference Papers | 2015
    Cassidy B; Rae C; Solo V, 2015, 'Brain activity: Conditional dissimilarity and persistent homology', in Proceedings - International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), NY, New York, pp. 1356 - 1359, presented at 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI), NY, New York, 16 April 2015 - 19 April 2015, http://dx.doi.org/10.1109/ISBI.2015.7164127
    Conference Papers | 2015
    Godoy B; Solo V; Pasha S, 2015, 'Maximum likelihood identification of Hawkes-Pham models with a guaranteed stability condition', IEEE, Osaka, Japan, pp. 3373 - 3378, presented at 2015 54th IEEE Conference on Decision and Control (CDC), Osaka, Japan, 15 December 2015 - 18 December 2015, http://dx.doi.org/10.1109/CDC.2015.7402727
    Conference Papers | 2015
    Marjanovic G; Piggott M; Solo V, 2015, 'A simple approach to numerical methods for stochastic differential equations in Lie groups', IEEE, Osaka, Japan, pp. 7143 - 7150, presented at 2015 54th IEEE Conference on Decision and Control (CDC), Osaka, Japan, 15 December 2015 - 18 December 2015, http://dx.doi.org/10.1109/CDC.2015.7403346
    Conference Papers | 2015
    Pasha SA; Solo V, 2015, 'DISTRIBUTED TOPOLOGY IDENTIFICATION FOR POINT PROCESS DYNAMIC NETWORKS', in 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), IEEE, AUSTRALIA, Brisbane, pp. 3681 - 3685, presented at 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), AUSTRALIA, Brisbane, 19 April 2015 - 24 April 2015, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000427402903159&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2015
    Pasha SA; Solo V, 2015, 'Distributed topology identification for point process dynamic networks', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 3681 - 3685, http://dx.doi.org/10.1109/ICASSP.2015.7178658
    Conference Papers | 2015
    Piggott MJ; Solo V, 2015, 'Stability of distributed adaptive algorithms II: Diffusion algorithms', in Proceedings of the IEEE Conference on Decision and Control, Osaka, Japan, pp. 7428 - 7433, presented at 54th IEEE Conference on Decision and Control, Osaka, Japan, 15 December 2015 - 18 December 2015, http://dx.doi.org/10.1109/CDC.2015.7403393
    Conference Papers | 2015
    Piggott MJ; Solo V, 2015, 'Tikhonov-Galerkin stochastic system identification in SO(3)', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers (IEEE), Brisbane, AUSTRALIA, pp. 4175 - 4179, presented at 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, AUSTRALIA, 19 April 2015 - 24 April 2015, http://dx.doi.org/10.1109/ICASSP.2015.7178757
    Conference Papers | 2015
    Solo V; Godoy B, 2015, 'Time-varying vector Poisson processes with coincidences', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 4170 - 4174, http://dx.doi.org/10.1109/ICASSP.2015.7178756
    Conference Papers | 2015
    Solo V; Pasha S, 2015, 'Distributed topology identification for sparse point process dynamic networks', IEEE, Osaka, Japan, pp. 3379 - 3384, presented at 2015 54th IEEE Conference on Decision and Control (CDC), Osaka, Japan, 15 December 2015 - 18 December 2015, http://dx.doi.org/10.1109/CDC.2015.7402728
    Conference Papers | 2015
    Solo V, 2015, 'Stability of distributed adaptive algorithms I: Consensus algorithms', IEEE, Osaka, Japan, pp. 7422 - 7427, presented at 2015 54th IEEE Conference on Decision and Control (CDC), Osaka, Japan, 15 December 2015 - 18 December 2015, http://dx.doi.org/10.1109/CDC.2015.7403392
    Conference Papers | 2015
    Solo V, 2015, 'Stochastic system identification in SO(3)', in Proceedings of the IEEE Conference on Decision and Control, IEEE, Osaka, Japan, pp. 1186 - 1191, presented at 2015 54th IEEE Conference on Decision and Control (CDC), Osaka, Japan, 15 December 2015 - 18 December 2015, http://dx.doi.org/10.1109/cdc.2015.7402372
    Conference Papers | 2015
    Ulfarsson MO; Solo V; Marjanovic G, 2015, 'Sparse and low rank decomposition using l0 penalty', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 3312 - 3316, http://dx.doi.org/10.1109/ICASSP.2015.7178584
    Conference Papers | 2014
    Luessi M; Hamalainen MS; Solo V, 2014, 'Vector ℓ0 latent-space principal component analysis', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 4229 - 4233, http://dx.doi.org/10.1109/ICASSP.2014.6854399
    Conference Papers | 2014
    Pasha SA; Solo V, 2014, 'Topology identification for sparse dynamic point process networks', in Proceedings of the IEEE Conference on Decision and Control, pp. 1786 - 1791, http://dx.doi.org/10.1109/CDC.2014.7039657
    Conference Papers | 2014
    Pasha SA; Solo V, 2014, 'Topology identification of dynamic point process networks', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 375 - 378, http://dx.doi.org/10.1109/ICASSP.2014.6853621
    Conference Papers | 2014
    Piggott MJ; Solo V, 2014, 'Stochastic numerical analysis for Brownian motion on SO(3)', in Proceedings of the IEEE Conference on Decision and Control, Institute of Electrical and Electronics Engineers (IEEE), CA, Los Angeles, pp. 3420 - 3425, presented at 53rd IEEE Conference on Decision and Control, CA, Los Angeles, 15 December 2014 - 17 December 2014, http://dx.doi.org/10.1109/CDC.2014.7039919
    Conference Papers | 2014
    Solo V, 2014, 'An approach to stochastic system identification in riemannian manifolds', in Proceedings of the IEEE Conference on Decision and Control, pp. 6510 - 6515, http://dx.doi.org/10.1109/CDC.2014.7040410
    Conference Papers | 2014
    Ulfarsson MO; Solo V, 2014, 'Sparse component analysis via dyadic cyclic descent', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 4234 - 4238, http://dx.doi.org/10.1109/ICASSP.2014.6854400
    Conference Papers | 2013
    Cassidy B; Solo V; Rae CD, 2013, 'Direct mapping of T2 signal changes induced by transcranial direct current stimulation', in ICACCI 2013 Conference Proceedings, IEEE, San Francisco, pp. 1074 - 1077, presented at 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, San Francisco, 07 April 2013 - 11 April 2013
    Conference Papers | 2013
    Luessi M; Hamalainen MS; Solo V, 2013, 'Sparse component selection with application to MEG source localization', in Proceedings - International Symposium on Biomedical Imaging, pp. 556 - 559, http://dx.doi.org/10.1109/ISBI.2013.6556535
    Conference Papers | 2013
    Marjanovic G; Solo V, 2013, 'On exact lq denoising', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6068 - 6072, http://dx.doi.org/10.1109/ICASSP.2013.6638830
    Conference Papers | 2013
    Pasha SA; Solo V, 2013, 'Hawkes-laguerre reduced rank model for point processes', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6098 - 6102, http://dx.doi.org/10.1109/ICASSP.2013.6638836
    Conference Papers | 2013
    Solo V, 2013, 'Threshold selection for noisy matrix completion', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6581 - 6584, http://dx.doi.org/10.1109/ICASSP.2013.6638934
    Conference Papers | 2013
    Ulfarsson MO; Solo V, 2013, 'Tuning parameter selection for nonnegative matrix factorization', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 6590 - 6594, http://dx.doi.org/10.1109/ICASSP.2013.6638936
    Conference Papers | 2012
    Cassidy B; Solo V; Seneviratne A, 2012, 'Grouped L0 least squares penalised Magnetoencephalography', in 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI),, Institute of Electrical and Electronics Engineers Inc., Piscataway, USA, pp. 868 - 871, presented at 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Barcelona, 02 May 2012 - 05 May 2012, http://dx.doi.org/10.1109/ISBI.2012.6235686
    Conference Papers | 2012
    Cassidy B; Solo V, 2012, 'FMRI model diagnostics for the double gamma and temporal derivative', in 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI),, Institute of Electrical and Electronics Engineers Inc., Piscataway, USA, pp. 30 - 33, presented at 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Barcelona, 02 May 2012 - 05 May 2012, http://dx.doi.org/10.1109/ISBI.2012.6235476
    Conference Papers | 2012
    Goran M; Solo V, 2012, 'lq matrix completion', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers Inc., Piscataway, NJ, pp. 3885 - 3888, presented at 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012, Kyoto, Japan, 25 March 2012 - 30 March 2012, http://dx.doi.org/10.1109/ICASSP.2012.6288766
    Conference Papers | 2012
    Pasha SA; Solo V, 2012, 'Computing the Trajectory Mutual Information Between a Point Process and an Analog Stochastic Process', in 34th Annual International Conference of the IEEE EMBS, IEEE, San Diego, California, USA, pp. 4603 - 4606, presented at 34th Annual International Conference of the IEEE EMBS, San Diego, California, USA, 28 August 2012 - 01 September 2012, http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6346992
    Conference Papers | 2012
    Pasha SA; Solo V, 2012, 'Computing the trajectory mutual information between a point process and an analog stochastic process.', in Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, pp. 4603 - 4606
    Conference Papers | 2012
    Seneviratne A; Solo V, 2012, 'On vector L0 penalized multivariate regression', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers Inc., Piscataway, NJ, pp. 3613 - 3616, presented at 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012, Kyoto, Japan, 25 March 2012 - 30 March 2012, http://dx.doi.org/10.1109/ICASSP.2012.6288698
    Conference Papers | 2012
    Seneviratne A; Solo V, 2012, 'Sparse Coloured System Identification with Guaranteed Stability', in Proceedings of IEEE 51st Conference on Decision and Control (CDC), IEEE, USA, pp. 2826 - 2831, presented at IEEE Conference on Decision and Control, Maui, USA, 10 December 2012 - 13 December 2012
    Conference Papers | 2012
    Seneviratne A; Solo V, 2012, 'Topology Identification of a Sparse Dynamic Network', in Proceedings of IEEE 51st Conference on Decision and Control (CDC), IEEE, USA, pp. 1518 - 1523, presented at IEEE Conference on Decision and Control, Maui, USA, 10 December 2012 - 13 December 2012
    Conference Papers | 2012
    Solo V, 2012, 'Adaptive Estimation of Stochastic Differential Games', in Proceedings of IEEE 51st Conference on Decision and Control (CDC), IEEE, USA, pp. 5428 - 5433, presented at IEEE Conference on Decision and Control, Maui, USA, 10 December 2012 - 13 December 2012
    Conference Papers | 2012
    Solo V, 2012, 'Averaging stability analysis of a new attitude estimation algorithm', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers Inc., Piscataway, NJ, pp. 3289 - 3292, presented at 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012, Kyoto, Japan, 25 March 2012 - 30 March 2012, http://dx.doi.org/10.1109/ICASSP.2012.6288618
    Conference Papers | 2012
    Solo V, 2012, 'Stochastic Stability of an Attitude Estimation Algorithm on SO(3)', in Proceedings of IEEE 51st Conference on Decision and Control (CDC), IEEE, USA, pp. 1265 - 1270, presented at IEEE Conference on Decision and Control, Maui, USA, 10 December 2012 - 13 December 2012
    Conference Papers | 2012
    Ulfarsson MO; Solo V, 2012, 'Sparse loading noisy PCA using an l0 penalty', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Institute of Electrical and Electronics Engineers Inc., Piscataway, NJ, pp. 3597 - 3600, presented at 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012, Kyoto, Japan, 25 March 2012 - 30 March 2012, http://dx.doi.org/10.1109/ICASSP.2012.6288694
    Conference Papers | 2011
    Goran M; Solo V, 2011, 'L0 sparse graphical modeling', in 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings, IEEE, Piscataway, NJ, United States, pp. 2084 - 2087, presented at 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, Prague, Czech Republic, 22 May 2011 - 27 May 2011, http://dx.doi.org/10.1109/ICASSP.2011.5946736
    Conference Papers | 2011
    Solo V; Cassidy B; Long C; Rae CD, 2011, 'Time-to-onset latency in fMRI: Fast detection of delayed activation', in 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings, IEEE, Piscataway, NJ, United States, pp. 725 - 728, presented at 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, Prague, Czech Republic, 22 May 2011 - 27 May 2011, http://dx.doi.org/10.1109/ICASSP.2011.5946506
    Conference Papers | 2011
    Ulfarsson MO; Solo V, 2011, 'Sparse variable reduced rank regression via Stiefel optimization', in 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings, IEEE, Piscataway, NJ, United States, pp. 3892 - 3895, presented at 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, Prague, Czech Republic, 22 May 2011 - 27 May 2011, http://dx.doi.org/10.1109/ICASSP.2011.5947202
    Conference Papers | 2010
    Solo V; Marjanovic G, 2010, 'Sparse signal estimation with nonlinear conjugate gradients', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, pp. 3766 - 3769, presented at Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on, Dallas, TX, USA, 14 March 2010 - 19 March 2010
    Conference Papers | 2010
    Solo V; Noh J, 2010, 'Rician distributed functional MRI: Asymptotic power analysis of likelihood ratio tests for activation detection', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, pp. 477 - 480, presented at Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on, Dallas, TX, USA, 14 March 2010 - 19 March 2010
    Conference Papers | 2010
    Solo V; Pasha SA, 2010, 'TESTING FOR INDEPENDENCE BETWEEN A POINT PROCESS AND AN ANALOG SIGNAL', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, pp. 3762 - 3765, presented at Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on, Dallas, TX, 14 March 2010 - 19 March 2010
    Conference Papers | 2010
    Solo V; Ulfarsson MO, 2010, 'A semiparametric PCA approach to fMRI data analysis', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, pp. 634 - 637, presented at Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on, Dallas, TX, USA, 14 March 2010 - 19 March 2010
    Conference Papers | 2010
    Solo V; Ulfarsson MO, 2010, 'Sparse variable noisy PCA using l0 penalty', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, pp. 3950 - 3953, presented at Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on, Dallas, TX, USA, 14 March 2010 - 19 March 2010
    Conference Papers | 2010
    Solo V; Ulfarsson MO, 2010, 'Threshold selection for group sparsity', IEEE, Piscataway, USA, pp. 3754 - 3757, presented at Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on, Dallas, TX, USA, 14 March 2010 - 19 March 2010
    Conference Papers | 2010
    Solo V, 2010, 'Attitude estimation and brownian motion on SO(3)', in 2010 49th IEEE Conference on Decision and Control (CDC 2010), IEEE, Piscataway, NJ, USA, pp. 4857 - 4862, presented at 2010 49th IEEE Conference on Decision and Control, CDC 2010, Atlanta, GA, United States, 15 December 2010 - 17 December 2010, http://dx.doi.org/10.1109/CDC.2010.5717632
    Conference Papers | 2010
    Solo V, 2010, 'On Random Matrix Theory for stationary processes', IEEE, Piscataway, USA, pp. 3758 - 3761, presented at Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on, Dallas, TX, USA, 14 March 2010 - 19 March 2010
    Conference Papers | 2009
    Solo V, 2009, 'On Nonlinear State Estimation in a Riemannian Manifold', in Proceedings of the Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, IEEE, Shanghai, China, presented at Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, Shanghai, China, 16 December 2009 - 18 December 2009
    Conference Papers | 2009
    Solo V, 2009, 'On the Boundedness Problem of Stochastic Adaptive Algorithms', in Proceedings of the Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, IEEE, Shanghai, China, presented at Joint 48th IEEE Conference on Decision and Control and 28th Chinese Control Conference, Shanghai, China, 16 December 2009 - 18 December 2009
    Conference Papers | 2009
    Ulfarsson MO; Solo V, 2009, 'Sparse variable PCA using a steepest descent on a Grassman manifold', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, presented at ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing, Taipei, Taiwan, 19 April 2009 - 24 April 2009
    Conference Papers | 2008
    Solo V; Noh J, 2008, 'Space-time separability in functional MRI: asymptotic power analysis of a new test procedure', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), 31 March 2008 - 04 April 2008
    Conference Papers | 2008
    Solo V; Ulfarsson MO, 2008, 'Rank selection in noisy PCA with sure and random matrix theory', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), 31 March 2008 - 04 April 2008
    Conference Papers | 2008
    Solo V, 2008, 'A modified CLEAN algorithm does 11-denoising', in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, IEEE, USA, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), 31 March 2008 - 04 April 2008
    Conference Papers | 2008
    Solo V, 2008, 'A subspace approach to reduced rank time-series models', in 46th IEEE Conference on Decision and Control (CDC 2007), Cancum, Mexico, presented at 47th IEEE Conference on Decision and Control, Cancum, Mexico, 09 December 2008 - 11 December 2008
    Conference Papers | 2008
    Solo V, 2008, 'On causality and mutual information', in 46th IEEE Conference on Decision and Control (CDC 2007), Cancum, Mexico, presented at 47th IEEE Conference on Decision and Control, Cancum, Mexico, 09 December 2008 - 11 December 2008
    Conference Papers | 2007
    Solo V; Noh J, 2007, 'A true spatio-temporal test statistic for activation detection in FMRI by parametric cepstrum', in 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2007), IEEE Signal Processing Society, Honolulu, Hawaii, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2007), Honolulu, Hawaii, 15 April 2007 - 20 April 2007
    Conference Papers | 2007
    Solo V; Noh J, 2007, 'An em algorithm for rician fmri activation detection', in 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2007, Arlington, Virginia, USA, presented at 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2007, Arlington, Virginia, USA, 12 April 2007 - 15 April 2007
    Conference Papers | 2007
    Solo V; Noh J, 2007, 'Testing for space-time separability in functional MRI', in 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Arlington, Virginia, USA, presented at 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2007, Arlington, Virginia, USA, 12 April 2007 - 15 April 2007, http://dx.doi.org/10.1109/ISBI.2007.356889
    Conference Papers | 2007
    Solo V; Ulfarsson MO, 2007, 'Sparse variable principal component analysis with application to FMRI', in 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Arlington, Virginia, USA, presented at 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro 2007, Arlington, Virginia, USA, 12 April 2007 - 15 April 2007
    Conference Papers | 2007
    Solo V, 2007, 'Likelihood functions for multivariate point processes with coincidences', in 46th IEEE Conference on Decision and Control (CDC 2007), New Orleans, Louisiana, USA, presented at 46th IEEE Conference on Decision and Control, New Orleans, Louisiana, USA, 12 December 2007 - 14 December 2007
    Conference Papers | 2007
    Solo V, 2007, 'On causality I :Sampling and noise', in 46th IEEE Conference on Decision and Control (CDC 2007), 46th IEEE Conference on Decision and Control, New Orleans, Louisiana, USA, presented at 46th IEEE Conference on Decision and Control, New Orleans, Louisiana, USA, 12 December 2007 - 14 December 2007
    Conference Papers | 2007
    Solo V, 2007, 'On causality I: sampling and noise', in 46th IEEE Conference on Decision and Control (CDC 2007), New Orleans, Louisiana, USA, presented at 46th IEEE Conference on Decision and Control, New Orleans, Louisiana, USA, 12 December 2007 - 14 December 2007
    Conference Papers | 2006
    Freudenberg JS; Middleton RH; Solo V, 2006, 'The minimal signal-to-noise ratio required to stabilize over a noisy channel', in 2006 American Control Conference, IEEE, pp. 6 pp. - 6 pp., presented at 2006 American Control Conference, 14 June 2006 - 16 June 2006, http://dx.doi.org/10.1109/acc.2006.1655430
    Conference Papers | 2006
    Solo V, 2006, 'High Dimensional Point Process System Identification: PCA and Dynamic Index Models', in Proceedings of the 45th IEEE Conference on Decision and Control, IEEE, pp. 829 - 833, presented at Proceedings of the 45th IEEE Conference on Decision and Control, 13 December 2006 - 15 December 2006, http://dx.doi.org/10.1109/cdc.2006.376924
    Conference Papers | 2006
    Ulfarsson MO; Solo V, 2006, 'Spatially Local and Temporally Smooth PCA for fMRI', in 2006 International Conference on Image Processing, IEEE, pp. 2853 - 2856, presented at 2006 International Conference on Image Processing, 08 October 2006 - 11 October 2006, http://dx.doi.org/10.1109/icip.2006.313024
    Conference Papers | 2004
    Barbieri R; Frank LM; Nguyen DP; Quirk MC; Solo V; Wilson MA; Brown EN, 2004, 'A Bayesian decoding algorithm for analysis of information encoding in neural ensembles.', in Conf Proc IEEE Eng Med Biol Soc, United States, pp. 4483 - 4486, United States, http://dx.doi.org/10.1109/IEMBS.2004.1404246
    Conference Papers | 2004
    Shi M; Solo V, 2004, 'Empirical choice of smoothing parameters in robust optical flow estimation', in IEEE International Conference on Acoustics, Speech, and Signal Processing; ICASSP, IEEE International Conference on Acoustics, Montreal, Canada, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2004), Montreal, Canada, 17 May 2004 - 21 May 2004, http://www.sciencedirect.com/science/article/B6WPV-4DHNM95-81/2/cee28a5bf9b386cd32e4591afef34cf1
    Conference Papers | 2004
    Solo V, 2004, 'An EM algorithm for singular state space models: II', in 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601), IEEE, pp. 3611 - 3612 Vol.4, presented at 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601), 17 December 2004 - 17 December 2004, http://dx.doi.org/10.1109/cdc.2004.1429288
    Conference Papers | 2004
    Solo V, 2004, 'State estimation from high-dimensional data', in IEEE International Conference on Acoustics, Speech, and Signal Processing; ICASSP, IEEE International Conference on Acoustics, Montreal, Canada, pp. II685 - II688, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2004), Montreal, Canada, 17 May 2004 - 21 May 2004, http://www.sciencedirect.com/science/article/B6WPV-4DK5DH6-1BF/2/9059f6fbb1711987d913eb76cf40e14e
    Conference Papers | 2002
    Solo V, 2002, 'A fast automatic stopping criterion for anisotropic diffusion', in ICASSP 2002, presented at ICASSP`02
    Conference Papers | 2002
    Solo V, 2002, 'A spatio-temporal Kalman filter for estimation of barotropic rossby waves from altimeter data', in 41st IEEE Conference on Decision and Control (CDC 2002), Las Vegas, Nevada, USA, presented at 41st IEEE Conference on Decision and Control, Las Vegas, Nevada, USA, 10 December 2002 - 13 December 2002
    Conference Papers | 2002
    Solo V, 2002, 'Identification of a noisy stochastic heat equation with the EM algorithm', in 41st IEEE Conference on Decision and Control (CDC 2002), Las Vegas, Nevada, USA, presented at 41st IEEE Conference on Decision and Control, Las Vegas, Nevada, USA, 10 December 2002 - 13 December 2002
    Conference Papers | 2000
    Solo V, 2000, 'Unobserved` Monte Carlo Method for Identification of Partially Observed Nonlinear State Space Systems, Part II: Counting Process Observations', in Jim Zhu (ed.), 39th IEEE Conference on Decision and Control, Sydney, presented at 39th IEEE Conference on Decision and Control, Sydney, 12 December 2000 - 15 December 2000
    Conference Papers | 1999
    Solo V; Purdon P; Brown E; Weisskoff R, 1999, 'Model comparison for functional MRI', in Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348), IEEE, pp. 649 - 652 vol.2, presented at Proceedings of 6th International Conference on Image Processing (ICIP'99), 24 October 1999 - 28 October 1999, http://dx.doi.org/10.1109/icip.1999.822975
    Conference Papers | 1999
    Solo V, 1999, 'Selection of regularisation parameters for total variation denoising', in 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258), IEEE, pp. 1653 - 1655 vol.3, presented at 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258), 19 March 1999 - 19 March 1999, http://dx.doi.org/10.1109/icassp.1999.756309
    Conference Papers | 1998
    Ng L; Solo V, 1998, 'Choosing the optimal neighbourhood size in optical flow problems with errors-in-variables modelling', in 1998 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL 2, IEEE COMPUTER SOC, IL, CHICAGO, pp. 186 - 190, presented at IEEE International Conference on Image Processing, IL, CHICAGO, 04 October 1998 - 07 October 1998, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000076643100039&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 1998
    Ng L; Solo V, 1998, 'Errors-in-variables modelling in optical flow problems', in PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, IEEE, WA, SEATTLE, pp. 2773 - 2776, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 98), WA, SEATTLE, 12 May 1998 - 15 May 1998, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000074520700694&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 1997
    Ng L; Solo V, 1997, 'A data-driven method for choosing smoothing parameters in optical flow problems', in INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL III, I E E E, COMPUTER SOC PRESS, CA, SANTA BARBARA, pp. 360 - 363, presented at International Conference on Image Processing, CA, SANTA BARBARA, 26 October 1997 - 29 October 1997, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1997BJ90D00092&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 1991
    Kong X; Solo V, 1991, 'Effects of attenuation factor on adaptive time delay estimation', in [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing, IEEE, pp. 2121 - 2124 vol.3, presented at [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing, 14 April 1991 - 17 April 1991, http://dx.doi.org/10.1109/icassp.1991.150825
    Conference Papers | 1990
    Kong X; Solo V, 1990, 'Stochastic averaging analysis of an adaptive time delay estimation algorithm', in 29th IEEE Conference on Decision and Control, IEEE, pp. 3552 - 3553 vol.6, presented at 29th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1990.203484
    Conference Papers |
    Bentsman J; Solo V; Hong K, 'Adaptive control of a parabolic system with time varying parameters: an averaging analysis', in [1992] Proceedings of the 31st IEEE Conference on Decision and Control, IEEE, pp. 710 - 711, presented at 1992 31st IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1992.371635
    Conference Papers |
    Joonki Noh ; Solo V, 'A True Spatiotemporal Approach for Activation Detection in Functional MRI', in 2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings, IEEE, presented at 2006 IEEE International Conference on Acoustics Speed and Signal Processing, http://dx.doi.org/10.1109/icassp.2006.1660649
    Conference Papers |
    Ng L; Solo V, 'Optical flow estimation using adaptive wavelet zeroing', in Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348), IEEE, pp. 722 - 726, presented at 6th International Conference on Image Processing (ICIP'99), http://dx.doi.org/10.1109/icip.1999.817211
    Conference Papers |
    Saha S; Long CJ; Brown E; Aminoff E; Bar M; Solo V, 'Hemodynamic transfer function estimation with Laguerre polynomials and confidence intervals construction, from functional magnetic resonance imaging (fMRI) data', in 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, presented at 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, http://dx.doi.org/10.1109/icassp.2004.1326493
    Conference Papers |
    Solo V; Bamieh B, 'Adaptive distributed control of a parabolic system with spatially varying parameters', in Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304), IEEE, pp. 2892 - 2895, presented at 1999 Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1999.831373
    Conference Papers |
    Solo V; Bamieh B, 'Adaptive distributed control of a parabolic system', in Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171), IEEE, pp. 1894 - 1899, presented at 37th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1998.758586
    Conference Papers |
    Solo V; Bentsman J, 'Adaptive control of a parabolic system with spatially varying parameters: an averaging analysis', in Proceedings of 32nd IEEE Conference on Decision and Control, IEEE, pp. 2435 - 2437, presented at 32nd IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1993.325635
    Conference Papers |
    Solo V; Brown E; Weisskoff R, 'A signal processing approach to functional MRI for brain mapping', in Proceedings of International Conference on Image Processing, IEEE Comput. Soc, pp. 121 - 123, presented at International Conference on Image Processing, http://dx.doi.org/10.1109/icip.1997.638688
    Conference Papers |
    Solo V; Brown EN, 'An adaptive analysis of neural encoding', in Proceedings of the First Joint BMES/EMBS Conference. 1999 IEEE Engineering in Medicine and Biology 21st Annual Conference and the 1999 Annual Fall Meeting of the Biomedical Engineering Society (Cat. No.99CH37015), IEEE, pp. 409 - 409, presented at First Joint BMES/EMBS Conference, http://dx.doi.org/10.1109/iembs.1999.802486
    Conference Papers |
    Solo V; Long CJ; Brown EN; Aminoff E; Bar M; Saha S, 'FMRI signal modeling using laguerre polynomials', in 2004 International Conference on Image Processing, 2004. ICIP '04., IEEE, pp. 2431 - 2434, presented at 2004 International Conference on Image Processing, 2004. ICIP '04., http://dx.doi.org/10.1109/icip.2004.1421592
    Conference Papers |
    Solo V; Purdon P; Brown E; Weisskoff R, 'Regularization for functional MRI models', in Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269), IEEE Comput. Soc, pp. 714 - 716, presented at IPCIP'98 International Conference on Image Processing, http://dx.doi.org/10.1109/icip.1998.723596
    Conference Papers |
    Solo V, 'A sure-fired way to choose smoothing parameters in ill-conditioned inverse problems', in Proceedings of 3rd IEEE International Conference on Image Processing, IEEE, pp. 89 - 92, presented at 3rd IEEE International Conference on Image Processing, http://dx.doi.org/10.1109/icip.1996.560376
    Conference Papers |
    Solo V, 'Adaptive algorithms and Markov chain Monte Carlo methods', in Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304), IEEE, pp. 1775 - 1778, presented at 1999 Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1999.830890
    Conference Papers |
    Solo V, 'Adaptive control of a parabolic system with positive adaptive parameter estimates', in Proceedings of 1994 33rd IEEE Conference on Decision and Control, IEEE, pp. 1653 - 1656, presented at 1994 33rd IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1994.411204
    Conference Papers |
    Solo V, 'Adaptive estimation of effective bandwidth in ATM networks through blind deconvolution', in Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304), IEEE, pp. 4939 - 4940, presented at 1999 Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1999.833328
    Conference Papers |
    Solo V, 'Adaptive estimation of effective bandwidth in ATM networks', in Proceedings of 35th IEEE Conference on Decision and Control, IEEE, pp. 283 - 286, presented at 35th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1996.574315
    Conference Papers |
    Solo V, 'Adaptive estimation of positive parameters', in Proceedings of 32nd IEEE Conference on Decision and Control, IEEE, pp. 2613 - 2614, presented at 32nd IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1993.325669
    Conference Papers |
    Solo V, 'Deterministic averaging for adaptive control with time varying parameters', in [1991] Proceedings of the 30th IEEE Conference on Decision and Control, IEEE, pp. 1467 - 1468, presented at 30th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1991.261644
    Conference Papers |
    Solo V, 'Exact Tikhonov regularisation for the limited data computed tomography problem', in 1995 International Conference on Acoustics, Speech, and Signal Processing, IEEE, pp. 2289 - 2290, presented at 1995 International Conference on Acoustics, Speech, and Signal Processing, http://dx.doi.org/10.1109/icassp.1995.479948
    Conference Papers |
    Solo V, 'Model robustness in robust identification', in Proceedings of 1995 34th IEEE Conference on Decision and Control, IEEE, pp. 2996 - 2997, presented at 1995 34th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1995.478601
    Conference Papers |
    Solo V, 'Mutual Information Between Random Processes from High Dimensional Data', in 2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings, IEEE, presented at 2006 IEEE International Conference on Acoustics Speed and Signal Processing, http://dx.doi.org/10.1109/icassp.2006.1660752
    Conference Papers |
    Solo V, 'Regularisation of the limited data computed tomography problem via the boundary element method', in Proceedings., International Conference on Image Processing, IEEE Comput. Soc. Press, pp. 430 - 432, presented at International Conference on Image Processing, http://dx.doi.org/10.1109/icip.1995.537507
    Conference Papers |
    Solo V, 'Robust identification and large deviations', in Proceedings of 35th IEEE Conference on Decision and Control, IEEE, pp. 4202 - 4203, presented at 35th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1996.577445
    Conference Papers |
    Solo V, 'Selection of Tuning Parameters for Support Vector Machines', in Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., IEEE, pp. 237 - 240, presented at (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005., http://dx.doi.org/10.1109/icassp.2005.1416284
    Conference Papers |
    Solo V, 'Slotted ALOHA with estimated arrival rate: an averaging analysis', in Proceedings of 1994 33rd IEEE Conference on Decision and Control, IEEE, pp. 2091 - 2092, presented at 1994 33rd IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1994.411427
    Conference Papers |
    Solo V, 'Stability of the Kalman filter with stochastic time-varying parameters', in Proceedings of 35th IEEE Conference on Decision and Control, IEEE, pp. 57 - 61, presented at 35th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1996.574252
    Conference Papers |
    Solo V, 'System Identification with Analog and Counting Process Observations I: Hybrid Stochastic Intensity and Likelihood.', in Proceedings of the 44th IEEE Conference on Decision and Control, IEEE, pp. 3105 - 3110, presented at 44th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.2005.1582638
    Conference Papers |
    Solo V, 'System Identification with Analog and Counting Process Observations II: Mutual Information', in Proceedings of the 44th IEEE Conference on Decision and Control, IEEE, pp. 3237 - 3242, presented at 44th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.2005.1582660
    Conference Papers |
    Solo V, 'Time varying parameters in adaptive control: a review and a preview', in [1992] Proceedings of the 31st IEEE Conference on Decision and Control, IEEE, pp. 684 - 687, presented at 1992 31st IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1992.371641
    Conference Papers |
    Solo V, 'Total variation denoising in coloured noise', in 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100), IEEE, pp. 217 - 220, presented at 2000 International Conference on Acoustics, Speech and Signal Processing, http://dx.doi.org/10.1109/icassp.2000.861921
    Conference Papers |
    Solo V, 'Transfer function estimation as an inverse problem', in Proceedings of 1994 33rd IEEE Conference on Decision and Control, IEEE, pp. 3354 - 3358, presented at 1994 33rd IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1994.411662
    Conference Papers |
    Solo V, 'Transfer function order estimation with a H/sub ∞/ criterion', in Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171), IEEE, pp. 4472 - 4473, presented at 37th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1998.762020
    Conference Papers |
    Solo V, 'Wavelet signal estimation in coloured noise with extension to transfer function estimation', in Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171), IEEE, pp. 3940 - 3941, presented at 37th IEEE Conference on Decision and Control, http://dx.doi.org/10.1109/cdc.1998.761846
    Conference Papers |
    Ulfarsson MO; Solo V, 'Smooth Principal Component Analysis with Application to Functional Magnetic Resonance Imaging', in 2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings, IEEE, presented at 2006 IEEE International Conference on Acoustics Speed and Signal Processing, http://dx.doi.org/10.1109/icassp.2006.1660512

Two ARC grants current: Network System Identification; Stochastic Riemannian Systems.

Fellow IEEE (1994), Fellow American Statistical Association (2015).