43 citations · 69 across the 16 of their papers we have counts for
3 papers · 1 filter
Verifying Sampling Algorithms via Distributional Invariants
Daniel Zilken, Kevin Batz, Joost-Pieter Katoen +1
This paper presents a Hoare-like veri cation framework for discrete probabilistic programs that we apply to two non-trivial sampling algorithms: Lumbroso's Fast Dice Roller and Saa…
Foundations for Deductive Verification of Continuous Probabilistic Programs: From Lebesgue to Riemann and Back
Kevin Batz, Joost-Pieter Katoen, Francesca Randone +1
We lay out novel foundations for the computer-aided verification of guaranteed bounds on expected outcomes of imperative probabilistic programs featuring (i) general loops, (ii) co…
Quantifier Elimination and Craig Interpolation, Quantitatively
Kevin Batz, Joost-Pieter Katoen, Nora Orhan
Quantifier elimination (QE) and Craig interpolation (CI) are central to various state-of-the-art automated approaches to hardware and software verification. They are rooted in the…