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Dario Stein

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titleconferencedate
A Welcome to Causal Probabilistic ProgrammingLAFI 20262026-01-11
Probabilistic programming is extended to answer interventional and counterfactual queries using concrete tools: Cairo on Pyro (with a Haskell port) for…
Talk on
Typed Abstractions for Causal Probabilistic ProgrammingLAFI 20262026-01-11
A Haskell library reimplements Cairo’s causal features with concrete types, extracting a cosmonad (a reader monad transformer over a probability monad) to…
Talk on
Probabilistic Programming Semantics for Name GenerationPOPL 20212021-01-17
Claims a concrete semantics: quasi-Borel spaces interpret the ν-calculus by mapping name generation to Gaussian sampling, and the model is fully abstract at…
Talk
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