791 citations · 1.5k across the 57 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
cs.LG2013★ 23 cited
Fast Stochastic Alternating Direction Method of Multipliers
Leon Wenliang Zhong, James T. Kwok
In this paper, we propose a new stochastic alternating direction method of multipliers (ADMM) algorithm, which incrementally approximates the full gradient in the linearized ADMM f…
cs.LG2013★ 1 cited
Convex and Scalable Weakly Labeled SVMs
Yu-Feng Li, Ivor W. Tsang, James T. Kwok +1
In this paper, we study the problem of learning from weakly labeled data, where labels of the training examples are incomplete. This includes, for example, (i) semi-supervised lear…