Philip Thompson
Philip Thompson
Purdue University, Krannert School of Management
Verified email at purdue.edu - Homepage
Title
Cited by
Cited by
Year
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
592017
On variance reduction for stochastic smooth convex optimization with multiplicative noise
A Jofré, P Thompson
Mathematical Programming 174 (1-2), 253-292, 2019
262019
Outlier-robust estimation of a sparse linear model using -penalized Huber's -estimator
A Dalalyan, P Thompson
Advances in Neural Information Processing Systems, 13188-13198, 2019
212019
Incremental constraint projection methods for monotone stochastic variational inequalities
AN Iusem, A Jofré, P Thompson
Mathematics of Operations Research 44 (1), 236-263, 2019
202019
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
192019
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
152007
Sample average approximation with heavier tails I: non-asymptotic bounds with weak assumptions and stochastic constraints
RI Oliveira, P Thompson
arXiv preprint arXiv:1705.00822, 2017
92017
Sample average approximation with heavier tails ii: localization in stochastic convex optimization and persistence results for the lasso
RI Oliveira, P Thompson
arXiv preprint arXiv:1711.04734, 2017
32017
Sparse models for imaging genetics
J Wang, T Yang, P Thompson, J Ye
Machine Learning and Medical Imaging, 129-151, 2016
22016
Restricted eigenvalue property for corrupted Gaussian designs
P Thompson, AS Dalalyan
arXiv preprint arXiv:1805.08020, 2018
12018
Outlier-robust sparse/low-rank least-squares regression and robust matrix completion
P Thompson
arXiv preprint arXiv:2012.06750, 2020
2020
Outlier-robust estimation of a sparse linear model using 𝓁1-penalized Huber's M-estimator
AS Dalalyan, P Thompson
2019
Sample average approximation under heavier tails and stochastic constraints
P Thompson
2017
Stochastic methods for stochastic variational inequalities
P Thompson
Santiago, 2017
2017
ALGORITHMS FOR STOCHASTIC VARIATIONAL INEQUALITIES: CONVERGENCE AND COMPLEXITY ANALYSIS.
P Thompson
2015
Super-resolution for SAR based on the MUSIC estimator
P Thompson, M Nannini, R Scheiber
ITA-Instituto Technologica de Aeronautica, Sao Jose dos Campos, Brasil, 2007
2007
Sample average approximation with heavier tails I
RI Oliveira, P Thompson
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Articles 1–17