Loop Calculus, introduced by Chertkov and Chernyak, is a new technique to incrementally improve approximations computed by Loopy Belief Propagation (LBP), with the ability to even...
We present a tool for commonsense reasoning in the classical logic event calculus using satisfiability. We describe the tool, which takes event calculus reasoning problems as inpu...
Abstract. The paper presents a new calculus suitable to describe microbiological systems and their evolution. We use the calculus to model interactions among bacteria and bacteriop...
Roberto Barbuti, Andrea Maggiolo-Schettini, Paolo ...
We introduce novel results for approximate inference on planar graphical models using the loop calculus framework. The loop calculus (Chertkov and Chernyak, 2006b) allows to expre...