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» Loop Calculus for Satisfiability
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AAAI
2008
13 years 6 months ago
Loop Calculus for Satisfiability
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...
Lukas Kroc, Michael Chertkov
FLAIRS
2004
13 years 5 months ago
A Tool for Satisfiability-Based Commonsense Reasoning in the Event Calculus
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...
Erik T. Mueller
FUIN
2006
112views more  FUIN 2006»
13 years 4 months ago
A Calculus of Looping Sequences for Modelling Microbiological Systems
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 ...
JMLR
2010
148views more  JMLR 2010»
12 years 11 months ago
Approximate Inference on Planar Graphs using Loop Calculus and Belief Propagation
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...
Vicenç Gómez, Hilbert J. Kappen, Mic...
MEMBRANE
2007
Springer
13 years 10 months ago
The Calculus of Looping Sequences for Modeling Biological Membranes
Roberto Barbuti, Andrea Maggiolo-Schettini, Paolo ...