no code implementations • NeurIPS 2014 • Yariv Dror Mizrahi, Misha Denil, Nando de Freitas
This paper presents foundational theoretical results on distributed parameter estimation for undirected probabilistic graphical models.
no code implementations • 29 Aug 2013 • Yariv Dror Mizrahi, Misha Denil, Nando de Freitas
We introduce a new embarrassingly parallel parameter learning algorithm for Markov random fields with untied parameters which is efficient for a large class of practical models.