papers
Publications (10)
math.OC2018
Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs
Bin Hu, Stephen Wright, Laurent Lessard
math.ST2008
LASSO-Patternsearch algorithm with application to ophthalmology and genomic data
Weiliang Shi, Grace Wahba, Stephen Wright +3
stat.ML2018
ATOMO: Communication-efficient Learning via Atomic Sparsification
Hongyi Wang, Scott Sievert, Zachary Charles +3
math.OC2001
Decomposition Algorithms for Stochastic Programming on a Computational Grid
Jeff Linderoth, Stephen Wright
q-bio.PE2013
Genomic identification of founding haplotypes reveals the history of the selfing species Capsella rubella
Yaniv Brandvain, Tanja Slotte, Khaled Hazzouri +2
cs.DS2015
Forward - Backward Greedy Algorithms for Atomic Norm Regularization
Nikhil Rao, Parikshit Shah, Stephen Wright
cs.LG2019
Bilinear Bandits with Low-rank Structure
Kwang-Sung Jun, Rebecca Willett, Stephen Wright +1
stat.ML2017
Online Learning for Changing Environments using Coin Betting
Kwang-Sung Jun, Francesco Orabona, Stephen Wright +1
cs.LG2019
Convergence and Margin of Adversarial Training on Separable Data
Zachary Charles, Shashank Rajput, Stephen Wright +1
stat.ML2017
Improved Strongly Adaptive Online Learning using Coin Betting
Kwang-Sung Jun, Francesco Orabona, Rebecca Willett +1