Semantics of the Probabilistic Typed Lambda Calculus: Markov Chain Semantics, Termination Behavior, and Denotational Semantics

by Dirk Draheim

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This book takes a foundational approach to the semantics of probabilistic programming. It elaborates a rigorous Markov chain semantics for the probabilistic typed lambda calculus, which is the typed lambda calculus with recursion plus probabilistic choice.

The book starts with a recapitulation of the basic mathematical tools needed throughout the book, in particular Markov chains, graph theory and domain theory, and also explores the topic...

Format:Paperback

Language:English

ISBN:3662568721

ISBN13:9783662568729

Release Date:May 2018

Publisher:Springer

Length:218 Pages

Weight:0.72 lbs.

Dimensions:0.5" x 6.1" x 9.2"

Related Subjects

Computers Computers & Technology Math Mathematics Science & Math

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Semantics of the Probabilistic Typed Lambda Calculus: Markov Chain Semantics, Termination Behavior, and Denotational Semantics

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