Exchangeable Variable Models

Mathias Niepert, Pedro M. Domingos

Abstract: A sequence of random variables is exchangeable if its joint distribution is invariant under variable permutations. We introduce exchangeable variable models (EVMs) as a novel class of probabilistic...