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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Proceedings of ACM on programming languages Jg. 2; H. POPL; S. 1 - 29
Hauptverfasser:	Barthe, Gilles, Espitau, Thomas, Grégoire, Benjamin, Hsu, Justin, Strub, Pierre-Yves
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	ACM 01.01.2018
Schlagworte:	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
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!