39 citations · 64 across the 19 of their papers we have counts for
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cs.LO2021
Model Checking Finite-Horizon Markov Chains with Probabilistic Inference
Steven Holtzen, Sebastian Junges, Marcell Vazquez-Chanlatte +3
We revisit the symbolic verification of Markov chains with respect to finite horizon reachability properties. The prevalent approach iteratively computes step-bounded state reachab…
cs.LO2019★ 7 cited
A Model Counter's Guide to Probabilistic Systems
Marcell Vazquez-Chanlatte, Markus N. Rabe, Sanjit A. Seshia
In this paper, we systematize the modeling of probabilistic systems for the purpose of analyzing them with model counting techniques. Starting from unbiased coin flips, we show how…