Wright, Stephen J

16 publications

JMLR 2025 Accelerating Optimization over the Space of Probability Measures Shi Chen, Qin Li, Oliver Tse, Stephen J. Wright

AISTATS 2024 Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints Ahmet Alacaoglu, Stephen J Wright

JMLR 2023 A Line-Search Descent Algorithm for Strict Saddle Functions with Complexity Guarantees Michael J. O'Neill, Stephen J. Wright

JMLR 2022 Overparameterization of Deep ResNet: Zero Loss and Mean-Field Analysis Zhiyan Ding, Shi Chen, Qin Li, Stephen J. Wright

COLT 2021 Random Coordinate Langevin Monte Carlo Zhiyan Ding, Qin Li, Jianfeng Lu, Stephen J Wright

ICML 2021 Variance Reduction via Primal-Dual Accelerated Dual Averaging for Nonsmooth Convex Finite-Sums Chaobing Song, Stephen J Wright, Jelena Diakonikolas

UAI 2018 Stochastic Learning for Sparse Discrete Markov Random Fields with Controlled Gradient Approximation Error Sinong Geng, Zhaobin Kuang, Jie Liu, Stephen J. Wright, David Page

AAAI 2018 Training Set Debugging Using Trusted Items Xuezhou Zhang, Xiaojin Zhu, Stephen J. Wright

AISTATS 2017 Improved Strongly Adaptive Online Learning Using Coin Betting Kwang-Sung Jun, Francesco Orabona, Stephen J. Wright, Rebecca Willett

AISTATS 2016 A Fast and Reliable Policy Improvement Algorithm Yasin Abbasi-Yadkori, Peter L. Bartlett, Stephen J. Wright

AISTATS 2016 Efficient Bregman Projections onto the Permutahedron and Related Polytopes Cong Han Lim, Stephen J. Wright

JMLR 2015 An Asynchronous Parallel Stochastic Coordinate Descent Algorithm Ji Liu, Stephen J. Wright, Christopher Ré, Victor Bittorf, Srikrishna Sridhar

WACV 2014 Online Algorithms for Factorization-Based Structure from Motion Ryan Kennedy, Laura Balzano, Stephen J. Wright, Camillo J. Taylor

JMLR 2012 Manifold Identification in Dual Averaging for Regularized Stochastic Online Learning Sangkyun Lee, Stephen J. Wright

ICML 2011 Manifold Identification of Dual Averaging Methods for Regularized Stochastic Online Learning Sangkyun Lee, Stephen J. Wright

ECML-PKDD 2009 Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines Sangkyun Lee, Stephen J. Wright