354 citations · 2.1k across the 86 of their papers we have counts for
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stat.ML2013★ 8 cited
Adaptive Stochastic Alternating Direction Method of Multipliers
Peilin Zhao, Jinwei Yang, Tong Zhang +1
The Alternating Direction Method of Multipliers (ADMM) has been studied for years. The traditional ADMM algorithm needs to compute, at each iteration, an (empirical) expected loss…
cs.LG2013★ 12 cited
Active Learning with Expert Advice
Peilin Zhao, Steven Hoi, Jinfeng Zhuang
Conventional learning with expert advice methods assumes a learner is always receiving the outcome (e.g., class labels) of every incoming training instance at the end of each trial…