This paper presents ProbCompCert, a compiler for subset of the Stan probabilistic programming language (PPL), in which several key passes have been formally verified using Coq proof assistant. Because nature PPLs, bugs their compilers can be difficult to detect and fix, making verification an interesting possibility. However, proving correctness PPL compilation requires new techniques because c...
