42 citations · 104 across the 4 of their papers we have counts for
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cs.LG2018
Block Belief Propagation for Parameter Learning in Markov Random Fields
You Lu, Zhiyuan Liu, Bert Huang
Traditional learning methods for training Markov random fields require doing inference over all variables to compute the likelihood gradient. The iteration complexity for those met…
cs.LG2018
Adversarial Label Learning
Chidubem Arachie, Bert Huang
We consider the task of training classifiers without labels. We propose a weakly supervised method---adversarial label learning---that trains classifiers to perform well against an…