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====== EPFL Fall 2011: Logic and Probability ====== **Doctoral course by Val Tannen** Syllabus Introduction Truth, proof, and computation: some basic results about first-order logic A bit of the story of how Mathematical Logic (and Electronic Technology) gave birth to Computer Science. Part I: Probability of Logic Random graphs and random structures 0-1 laws Queries on probabilistic databases Part II: Logic of Probability Pearl-Paz logics for reasoning about probabilistic (in)dependence Reasoning about independence in Bayesian and Markov networks; the Hammersley-Clifford theorem Reasoning about independence in relational graphical models (PRMs and RMNs) My lecture notes on Computability