Titlebook: Principles of Verification: Cycling the Probabilistic Landscape; Essays Dedicated to Nils Jansen,Sebastian Junges,Matthias Volk Book 2025

Morose

Myocyte

Asymptotic Analysis of Probabilistic Programs: When Expectations Do Not Meet Our Expectationse runs of .. However, in some cases, this approach may lead to misleading conclusions about the actual runtime behavior of the program. Furthermore, the analysis of expected values is not compositional in general. In this paper, we propose alternative complexity measures for probabilistic programs t

不能妥协

Conquest

过多

Static Slicing for Probabilistic Programs: An Overviewgram understanding, debugging, and software maintenance. This paper provides an overview of slicing techniques for probabilistic programs, which blend traditional programming constructs with random sampling and conditioning. These programs have experienced a notable resurgence in recent years due to

Polydipsia

Polar: An Algebraic Analyzer for (Probabilistic) Loopsmes with handling algebraic recurrences that precisely capture the loop semantics. To this end, our work implements a variety of techniques to compute exact closed-forms of recurrences over higher-order moments of variables, infer invariants, and derive loop sensitivities with respect to unknown par