Professor Prof. V. Solo

Professor

BSc(UQ), BSc(first class honours)(��¼�), BE (first class honours)(��¼�), 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

E-mail

v.solo@unsw.edu.au

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,

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,

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,

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,

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,

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,

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,
Journal articles | 2025

Rong X; Solo V, 2025, 'Asymptotic Classification Error for Heavy-Tailed Renewal Processes', IEEE Signal Processing Letters, 32, pp. 3769 - 3773,

Journal articles | 2025

Rong X; Solo V, 2025, 'Asymptotic Error Rates for Point Process Classification', IEEE Transactions on Signal Processing, 73, pp. 738 - 750,

Journal articles | 2025

Rong X; Solo V, 2025, 'Stable reduced-rank VAR identification', Automatica, 171,

Journal articles | 2025

Solo V, 2025, 'Asymptotic Analysis of Epidemics on Networks', Journal of Systems Science and Complexity, 38, pp. 338 - 348,

Journal articles | 2025

Wang X; Solo V, 2025, 'Tangent Space Parametrization for Stochastic Differential Equations on SO(n)', IEEE Control Systems Letters, 9, pp. 1369 - 1374,

Journal articles | 2020

Godoy BI; Solo V; Pasha SA, 2020, 'Truncated Hawkes point process modeling: System theory and system identification', Automatica, 113,

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,

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,

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 - 147,

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,

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,

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,

Journal articles | 2017

Piggott MJ; Solo V, 2017, 'Correction to Diffusion LMS With Correlated Regressors I: Realization-wise Stability', IEEE Transactions on Signal Processing,

Journal articles | 2017

Piggott MJ; Solo V, 2017, 'Diffusion LMS with Correlated Regressors II: Performance', IEEE Transactions on Signal Processing, 65, pp. 3934 - 3947,

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,

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,

Journal articles | 2016

Solo V, 2016, 'State-space analysis of Granger-Geweke causality measures with application to fMRI', Neural Computation, 28,

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,

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,

Journal articles | 2015

Ulfarsson MO; Solo V, 2015, 'Selecting the number of principal components with SURE', IEEE Signal Processing Letters, 22, pp. 239 - 243,

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,

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,

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,

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,

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,

Journal articles | 2013

Solo V; Pasha SA, 2013, 'Point-Process Principal Components Analysis via Geometric Optimization', Neural Computation, 25, pp. 101 - 122,

Journal articles | 2013

Ulfarsson MO; Solo V, 2013, 'Tuning parameter selection for underdetermined reduced-rank regression', IEEE Signal Processing Letters, 20, pp. 881 - 884,

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,

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,

Journal articles | 2012

Goran M; Solo V, 2012, 'On lq Optimization and matrix completion', IEEE Transactions on Signal Processing, 60, pp. 5714 - 5724,

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,

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,

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,

Journal articles | 2011

Ulfarsson MO; Solo V, 2011, 'Vector l0 sparse variable PCA', IEEE Transactions on Signal Processing, 59, pp. 1949 - 1958,

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,

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,

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,

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,

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,

Journal articles | 2004

Long C; Brown EN; Manoach D; Solo V, 2004, 'Spatiotemporal wavelet analysis for functional MRI.', Neuroimage, 23, pp. 500 - 516,

Journal articles | 2004

Solo V, 2004, 'Averaging analysis of a point process adaptive algorithm', Journal of Applied Probability, 41, pp. 361 - 372,

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,

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,

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,

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

Journal articles | 2000

Purdon P; Solo V; Brown E, 2000, 'Spatio-temporal longitudinal data analysis', NeuroImage, 11, pp. S654 - S654,

Journal articles | 2000

Solo V, 2000, 'A Simple Derivation of the Smoothing Spline', The American Statistician, 54, pp. 40 - 43,

Journal articles | 2000

Solo V, 2000, 'Limits to estimation in stochastic ill-conditioned inverse problems', IEEE Transactions on Information Theory, 46, pp. 1872 - 1880,

Journal articles | 2000

Solo V, 2000, 'The End of Time Series', Journal of the American Statistical Association, 95, pp. 1346 - 1349,

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,

Journal articles | 1999

Lee TCM; Solo V, 1999, 'Bandwidth selection for local linear regression: A simulation study', Computational Statistics, 14, pp. 515 - 532,

Journal articles | 1999

Solo V, 1999, 'More on robust identification and large deviations', IFAC Proceedings Volumes, 32, pp. 4218 - 4222,

Journal articles | 1998

Solo V; Kong X, 1998, 'Performance analysis of adaptive eigenanalysis algorithms', IEEE TRANSACTIONS ON SIGNAL PROCESSING, 46, pp. 636 - 646,

Journal articles | 1997

Solo V, 1997, 'The stability of LMS', IEEE Transactions on Signal Processing, 45, pp. 3017 - 3026,

Journal articles | 1996

SOLO V, 1996, 'Deterministic adaptive control with slowly varying parameters: an averaging analysis', International Journal of Control, 64, pp. 99 - 125,

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,

Journal articles | 1995

Solo V, 1995, 'Errors in Variables and Cointegration', Econometric Theory, 11, pp. 60 - 80,

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,

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,

Journal articles | 1993

Solo V, 1993, 'Adaptive Control Performance with Time Varying Parameters', IFAC Proceedings Volumes, 26, pp. 397 - 399,

Journal articles | 1992

Solo V, 1992, 'The Statistical Theory of Linear SystemsE. J. Hannan and Manfred Deistler John Wiley & Sons, 1988', Econometric Theory, 8, pp. 135 - 143,

Journal articles | 1992

Solo V, 1992, 'The error variance of LMS with time-varying weights', IEEE Transactions on Signal Processing, 40, pp. 803 - 813,

Journal articles | 1990

Solo V, 1990, 'Stochastic adaptive control and Martingale limit theory', IEEE Transactions on Automatic Control, 35, pp. 66 - 71,

Journal articles | 1989

Solo V, 1989, 'Adaptive spectral factorization', IEEE Transactions on Automatic Control, 34, pp. 1047 - 1051,

Journal articles | 1989

Solo V, 1989, 'The limiting behavior of LMS', IEEE Transactions on Acoustics, Speech, and Signal Processing, 37, pp. 1909 - 1922,

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,

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,

Journal articles | 1984

Solo V, 1984, 'The Order of Differencing in ARIMA Models', Journal of the American Statistical Association, 79, pp. 916 - 921,

Journal articles | 1982

Solo V, 1982, 'Stochastic approximation and the final value theorem', Stochastic Processes and their Applications, 13, pp. 139 - 156,

Journal articles | 1982

Solo V, 1982, 'Stochastic approximation with dependent noise', Stochastic Processes and their Applications, 13, pp. 157 - 170,

Journal articles | 1981

Solo V, 1981, 'The convergence of an instrumental-variable-like recursion', Automatica, 17, pp. 545 - 547,
Conference Papers | 2024

Pasha SA; Solo V, 2024, 'A Nonlinear Hawkes Model Using Laguerre Orthogonal Polynomials', in Proceedings of the IEEE Conference on Decision and Control, pp. 3477 - 3482,

Conference Papers | 2024

Pasha SA; Solo V, 2024, 'Vector Nonlinear Hawkes Model with Inhibition', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 9381 - 9385,

Conference Papers | 2024

Rong X; Solo V, 2024, 'Stable, Consistent, Closed-Form Estimators for VAR(1)', in Proceedings of the IEEE Conference on Decision and Control, pp. 4233 - 4238,

Conference Papers | 2024

Rong X; Solo V, 2024, 'Symmetric VAR(1) Modelling with Guaranteed Stability', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 9786 - 9790,

Preprints | 2024

Rong X; Solo V, 2024, Asymptotic Error Rates for Point Process Classification,

Preprints | 2024

Rong X; Solo V, 2024, Stable Reduced-Rank VAR Identification,

Conference Papers | 2024

Solo V, 2024, 'Stratonovich, Ito and Numerical Analysis on Lie Groups', in Proceedings of the IEEE Conference on Decision and Control, pp. 4328 - 4333,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

Preprints | 2018

Chung MK; Lee H; Gritsenko A; DiChristofano A; Pluta D; Ombao H; Solo V, 2018, Topological Brain Network Distances,

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,

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,

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,

Conference Papers | 2018

Solo V; Piggott MJ, 2018, 'Stochastic Attitude Synchronization', in Proceedings of the IEEE Conference on Decision and Control, pp. 2956 - 2961,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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, 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,

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), 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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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),

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,

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,

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,

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,

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,

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,

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.,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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.,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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,

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

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

���������¼�

Follow

Professor Prof. V. Solo

��¼�