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MPE, MAP and approximations

MPE, MAP and approximations. Lecture 10: Statistical Methods in AI/ML Vibhav Gogate The University of Texas at Dallas. Readings: AD Chapter 10 . What we will cover?. MPE= most probable explanation The tuple with the highest probability in the joint distribution Pr ( X|e )

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Inverted Index

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Probabilistic algorithms

Giorgi Japaridze Theory of Computability. Probabilistic algorithms. Section 10.2. 10.2.a. Giorgi Japaridze Theory of Computability. Definition of probabilistic Turing machines. Definition 10.3 A probabilistic Turing machine M is a type of nondeterministic TM

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