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Exact and approximate inference in graphical models: variable elimination and beyond
Probabilistic graphical models offer a powerful framework to account for...
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Bounds Arc Consistency for Weighted CSPs
The Weighted Constraint Satisfaction Problem (WCSP) framework allows rep...
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Possibilistic Constraint Satisfaction Problems or "How to handle soft constraints?"
Many AI synthesis problems such as planning or scheduling may be modeliz...
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Penalty logic and its Link with Dempster-Shafer Theory
Penalty logic, introduced by Pinkas, associates to each formula of a kno...
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Thomas Schiex
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