220 citations · 407 across the 26 of their papers we have counts for
Showing 2016 · cs.LGShow all
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cs.LG2016
Adiabatic Persistent Contrastive Divergence Learning
Hyeryung Jang, Hyungwon Choi, Yung Yi +1
This paper studies the problem of parameter learning in probabilistic graphical models having latent variables, where the standard approach is the expectation maximization algorith…
cs.LG2016★ 1 cited
Optimal Inference in Crowdsourced Classification via Belief Propagation
Jungseul Ok, Sewoong Oh, Jinwoo Shin +1
Crowdsourcing systems are popular for solving large-scale labelling tasks with low-paid workers. We study the problem of recovering the true labels from the possibly erroneous crow…