Proving expected sensitivity of probabilistic programs

Program sensitivity, also known as Lipschitz continuity, describes how small changes in a program’s input lead to bounded changes in the output. We propose an average notion of program sensitivity for probabilistic programs—expected sensitivity—that averages a distance function over a probabilistic...

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Vydané v:	Proceedings of ACM on programming languages Ročník 2; číslo POPL; s. 1 - 29
Hlavní autori:	Barthe, Gilles, Espitau, Thomas, Grégoire, Benjamin, Hsu, Justin, Strub, Pierre-Yves
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	ACM 01.01.2018
Predmet:	Computer Science Programming Languages Kantorovich distance ACM Reference Format Additional Key Words and Phrases: Program sensitivity relational program logics Program analysis Program verification CCS Concepts: • Theory of computation → Pre-and post-conditions
ISSN:	2475-1421, 2475-1421
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