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lopro [2011/09/25 13:13] val.tannen |
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- | ====== Logic and Probability ====== | + | ====== EPFL Fall 2011: Logic and Probability ====== |
**Doctoral course by Val Tannen** | **Doctoral course by Val Tannen** | ||
- | Syllabus | + | //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 | ||
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+ | Part II: Logic of Probability | ||
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+ | 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) | ||
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+ | My lecture notes on Computability |