211 citations · 303 across the 6 of their papers we have counts for
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cs.LG2015★ 23 cited
Max-margin Deep Generative Models
Chongxuan Li, Jun Zhu, Tianlin Shi +1
Deep generative models (DGMs) are effective on learning multilayered representations of complex data and performing inference of input data by exploring the generative ability. How…
cs.LG2013★ 25 cited
Online Bayesian Passive-Aggressive Learning
Tianlin Shi, Jun Zhu
Online Passive-Aggressive (PA) learning is an effective framework for performing max-margin online learning. But the deterministic formulation and estimated single large-margin mod…