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Maria I. Gorinova

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titleconferencedate
Program Analysis of Probabilistic ProgramsLAFI 20222022-01-16
Builds a blockless Stan called SlickStan and gives the first formal deterministic semantics for Stan, then uses an information-flow typing pass to…
Talk
Probabilistic Programming: The What, Why and HowSPLASH 2020 REBASE2020-11-16
Probabilistic programming models become programs and the goal is to infer posterior beliefs about parameters from observed data; widely used Stan relies on…
Talk on
A Live, Multiple-Representation Probabilistic Programming Environment for NovicesCHI 20162016-05-07
A live IDE for probabilistic programming built around Infer.NET and F# shows code, a graphical model view and probability-distribution visualizations that…
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