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20152026
most citedOptimal nonparametric change point detection and localization

21 citations · 55 across the 35 of their papers we have counts for

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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…