7 citations · 7 across the 1 of their papers we have counts for
2 papers
cs.LG2016
A Tight Convex Upper Bound on the Likelihood of a Finite Mixture
Elad Mezuman, Yair Weiss
The likelihood function of a finite mixture model is a non-convex function with multiple local maxima and commonly used iterative algorithms such as EM will converge to different s…
cs.AI2013★ 7 cited
Tighter Linear Program Relaxations for High Order Graphical Models
Elad Mezuman, Daniel Tarlow, Amir Globerson +1
Graphical models with High Order Potentials (HOPs) have received considerable interest in recent years. While there are a variety of approaches to inference in these models, nearly…