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Gilles (Hrsg.) Barthe

Foundations of Probabilistic Programming

Buch

This book provides an overview of the theoretical underpinnings of modern probabilistic programming and presents applications in e.g., machine learning, security, and approximate computing. Comprehensive survey chapters make the material accessible to graduate students and non-experts. This title is also available as Open Access on Cambridge Core.

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Produktdetails


Weitere Autoren: Katoen, Joost-Pieter (Hrsg.) / Silva, Alexandra (Hrsg.)
  • ISBN: 978-1-108-48851-8
  • EAN: 9781108488518
  • Produktnummer: 34612763
  • Verlag: Cambridge Academic
  • Sprache: Englisch
  • Erscheinungsjahr: 2020
  • Seitenangabe: 582 S.

Über den Autor


Gilles Barthe is Scientific Director at the Max Planck Institute for Security and Privacy and Research Professor at the IMDEA Software Institute, Madrid. His recent research develops programming language techniques and verification methods for probabilistic languages, with a focus on cryptographic and differentially private computations.Joost-Pieter Katoen is Professor at RWTH Aachen University and University of Twente. His research interests include formal verification, formal semantics, concurrency theory, and probabilistic computation. He co-authored the book Principles of Model Checking (2008). He received an honorary doctorate from Aalborg University, is member of the Academia Europaea, and is an ERC Advanced Grant holder.Alexandra Silva is Professor of Algebra, Semantics, and Computation at University College London. A theoretical computer scientist with contributions in the areas of semantics of programming languages, concurrency theory, and probabilistic network verification, her work has been recognized by multiple awards, including the Needham Award 2018, the Presburger Award 2017, the Leverhulme Prize 2016, and an ERC Starting Grant in 2015.

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