48 citations · 48 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 48 cited
Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies
Tamir Hazan, Amnon Shashua
Inference problems in graphical models can be represented as a constrained optimization of a free energy function. It is known that when the Bethe free energy is used, the fixedpoi…
cs.LG2010
The Latent Bernoulli-Gauss Model for Data Analysis
Amnon Shashua, Gabi Pragier
We present a new latent-variable model employing a Gaussian mixture integrated with a feature selection procedure (the Bernoulli part of the model) which together form a "Latent Be…