1.2k citations · 2.5k across the 23 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
eess.SY2015★ 13 cited
Efficient Structured Matrix Rank Minimization
Adams Wei Yu, Wanli Ma, Yaoliang Yu +2
We study the problem of finding structured low-rank matrices using nuclear norm regularization where the structure is encoded by a linear map. In contrast to most known approaches…
stat.ML2015★ 18 cited
AdaDelay: Delay Adaptive Distributed Stochastic Convex Optimization
Suvrit Sra, Adams Wei Yu, Mu Li +1
We study distributed stochastic convex optimization under the delayed gradient model where the server nodes perform parameter updates, while the worker nodes compute stochastic gra…
cs.LG2015★ 2 cited
Doubly Stochastic Primal-Dual Coordinate Method for Bilinear Saddle-Point Problem
Adams Wei Yu, Qihang Lin, Tianbao Yang
We propose a doubly stochastic primal-dual coordinate optimization algorithm for empirical risk minimization, which can be formulated as a bilinear saddle-point problem. In each it…