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Author

Kevin Batz

2 papers indexed here

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Aug 2026

Type-Directed Discretization of Probabilistic Programs

The empirical evaluation shows two complementary strengths of Slice when paired with discrete backends: it enables exact inference for challenging continuous programs that lie beyond the reach of previous exact systems, and is competitive with state-of-the-art exact inference systems for continuous programs.

Katherine Wu, Jules Jacobs, Kevin Batz et al. · 0 citations
Preprint Aug 2026

Multiobjective Preexpectation Reasoning for Probabilistic Programs

The transformer and synthesis rules sound against an operational MDP semantics, without requiring a finite state space: this approach can be seen as a symbolic approach - at program level - for multiobjective optimization over infinite MDPs.

Lena Verscht, Hannah Mertens, Kevin Batz et al. · 0 citations

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