Probabilistic programming (PP) is available in two different variants: imperative/functional and logic. These two variants have complementary strengths and mostly separate communities. In this talk I will discuss how most strengths of inference for imperative/functional PP can be included in PLP. Moreover, I will show that PLP is particularly suitable for inductive reasoning.
Deductive and Inductive Probabilistic Programming
RIGUZZI, Fabrizio
2016
Abstract
Probabilistic programming (PP) is available in two different variants: imperative/functional and logic. These two variants have complementary strengths and mostly separate communities. In this talk I will discuss how most strengths of inference for imperative/functional PP can be included in PLP. Moreover, I will show that PLP is particularly suitable for inductive reasoning.File in questo prodotto:
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