By Professor Prof. V. Solo

Conference Papers

Solo V, 2024, 'Stratonovich, Ito and Numerical Analysis on Lie Groups', in Proceedings of the IEEE Conference on Decision and Control, pp. 4328 - 4333, http://dx.doi.org/10.1109/CDC56724.2024.10886027

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, http://dx.doi.org/10.1109/ICASSP48485.2024.10446278

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, http://dx.doi.org/10.1109/ICASSP48485.2024.10447472

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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