Philip Thompson

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 9

Top Topics

Variational Inequalities

Sample Average Approximation

Convex Optimization

Top Venues

Math. Oper. Res.

Publications

Xiaoyu Wang, Nitin Patil, Fuyi Li, Zhikang Wang, Haolan Zhan, Daniel Schmidt, Philip Thompson, Yuming Guo, Cornelia B. Landersdorfer, Hsin-Hui Shen, Anton Y. Peleg, Jian Li, Jiangning Song
PmxPred: A data-driven approach for the identification of active polymyxin analogues against gram-negative bacteria. Comput. Biol. Medicine 168 (2024)
Roberto I. Oliveira, Philip Thompson
Sample average approximation with heavier tails I: non-asymptotic bounds with weak assumptions and stochastic constraints. Math. Program. 199 (1) (2023)
Roberto I. Oliveira, Philip Thompson
Sample average approximation with heavier tails II: localization in stochastic convex optimization and persistence results for the Lasso. Math. Program. 199 (1) (2023)
Arnak S. Dalalyan, Philip Thompson
-penalized Huber's M-estimator. CoRR (2019)
Alejandro Jofré, Philip Thompson
On variance reduction for stochastic smooth convex optimization with multiplicative noise. Math. Program. 174 (1-2) (2019)
Arnak S. Dalalyan, Philip Thompson
Outlier-robust estimation of a sparse linear model using \ell_1-penalized Huber's M-estimator. NeurIPS (2019)
Alfredo N. Iusem, Alejandro Jofré, Philip Thompson
Incremental Constraint Projection Methods for Monotone Stochastic Variational Inequalities. Math. Oper. Res. 44 (1) (2019)
Alfredo N. Iusem, Alejandro Jofré, Roberto I. Oliveira, Philip Thompson
Variance-Based Extragradient Methods with Line Search for Stochastic Variational Inequalities. SIAM J. Optim. 29 (1) (2019)
Alfredo N. Iusem, Alejandro Jofré, Roberto Imbuzeiro Oliveira, Philip Thompson
Extragradient Method with Variance Reduction for Stochastic Variational Inequalities. SIAM J. Optim. 27 (2) (2017)
Philip Thompson, Matteo Nannini, Rolf Scheiber
Target separation in SAR image with the MUSIC algorithm. IGARSS (2007)