most citedVector-Space Markov Random Fields via Exponential Families

9 citations · 9 across the 1 of their papers we have counts for

collaborators

1 paper

stat.ML2015★ 9 cited

Vector-Space Markov Random Fields via Exponential Families

Wesley Tansey, Oscar Hernan Madrid Padilla, Arun Sai Suggala +1

We present Vector-Space Markov Random Fields (VS-MRFs), a novel class of undirected graphical models where each variable can belong to an arbitrary vector space. VS-MRFs generalize…