Extragradient method with variance reduction for stochastic variational inequalities AN Iusem, A Jofré, RI Oliveira, P Thompson
SIAM Journal on Optimization 27 (2), 686-724, 2017
171 2017 Variance-based extragradient methods with line search for stochastic variational inequalities AN Iusem, A Jofré, RI Oliveira, P Thompson
SIAM Journal on Optimization 29 (1), 175-206, 2019
74 2019 Outlier-robust estimation of a sparse linear model using A Dalalyan, P Thompson
Advances in neural information processing systems 32, 2019
65 2019 Incremental constraint projection methods for monotone stochastic variational inequalities AN Iusem, A Jofré, P Thompson
Mathematics of Operations Research 44 (1), 236-263, 2019
48 2019 On variance reduction for stochastic smooth convex optimization with multiplicative noise A Jofré, P Thompson
Mathematical Programming 174, 253-292, 2019
39 2019 CAARMS AR Yung, LJ Phillips, MB Simmons, J Ward, P Thompson, P French, ...
Comprehensive assessment at risk mental states. Parkville Victoria: The PACE …, 2006
21 2006 Sample average approximation with heavier tails i: non-asymptotic bounds with weak assumptions and stochastic constraints RI Oliveira, P Thompson
Mathematical Programming 199 (I), 1-48, 2023
19 2023 Target separation in SAR image with the MUSIC algorithm P Thompson, M Nannini, R Scheiber
2007 IEEE International Geoscience and Remote Sensing Symposium, 468-471, 2007
17 2007 Histamine H3 receptor negatively regulates oligodendrocyte differentiation and myelination RR Wang, Y Chen, T Guo, W Zhen, TB Guo, RY Zhao, AA Liu, JP Rubio, ...
Multiple Sclerosis Journal 20, 341-341, 2014
11 2014 Outlier-robust sparse/low-rank least-squares regression and robust matrix completion P Thompson
arXiv preprint arXiv:2012.06750, 2020
10 2020 Sample average approximation with heavier tails ii: localization in stochastic convex optimization and persistence results for the lasso RI Oliveira, P Thompson
Mathematical Programming 199 (I), 49-86, 2023
9 2023 Multi-task dictionary learning based on convolutional neural networks for longitudinal clinical score predictions in Alzheimer’s disease Q Dong, J Zhang, Q Li, PM Thompson, RJ Caselli, J Ye, Y Wang, ...
Human Brain and Artificial Intelligence: First International Workshop, HBAI …, 2019
8 2019 Sparse models for imaging genetics J Wang, T Yang, P Thompson, J Ye
Machine Learning and Medical Imaging, 129-151, 2016
6 2016 Variance-based stochastic extragradient methods with line search for stochastic variational inequalities A Iusem, A Jofré, RI Oliveira, P Thompson
3 2016 Tuulio-Henriksson, T T Cannon, W Hennah, T van Erp, P Thompson, J Lonnqvist, M Huttunen, ...
Pirkola, A. Toga, J. Kaprio, J. Mazziotta, and L. Peltonen. DISC1/TRAX …, 2005
2 2005 Working memory, prefrontal cortex, and QTLs for schizophrenia T Cannon, L Peltonen, J Lonnqvist, W Hennah, P Thompson, AW Toga, ...
Biological Psychiatry 55, 44S-44S, 2004
2 2004 Restricted eigenvalue property for corrupted gaussian designs P Thompson, AS Dalalyan
arXiv preprint arXiv:1805.08020, 2018
1 2018 A site-wise reliability analysis of the ABCD diffusion fractional anisotropy data, impact of the scanner and analytical pipeline Y Pan, LE Hong, A Acheson, P Thompson, N Jahanshad, J Yu, C Chen, ...
2024 Outlier-robust additive matrix decomposition and robust matrix completion P Thompson
arXiv preprint arXiv:2310.19136, 2023
2023 A spectral least-squares-type method for heavy-tailed corrupted regression with unknown covariance\& heterogeneous noise RI Oliveira, ZF Rico, P Thompson
arXiv preprint arXiv:2209.02856, 2022
2022 
Roberto Imbuzeiro OliveiraProfessor, IMPADirección de correo verificada de impa.br
