Declarative probabilistic programming with datalog

Probabilistic programming languages are used for developing statistical models, and they typically consist of two components: a specification of a stochastic process (the prior), and a specification of observations that restrict the probability space to a conditional subspace (the posterior). Use ca...

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Bibliografski detalji
Glavni autori: Barany, V, Cate, B, Kimelfeld, B, Olteanu, D, Vagena, Z
Format: Conference item
Izdano: Dagstuhl Publishing 2016