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Continualization of Probabilistic Programs With Correction

Probabilistic Programming offers a concise way to represent stochastic models and perform automated statistical inference. However, many real-world models have discrete or hybrid discrete-continuous distributions, for which existing tools may suffer non-trivial limitations. Inference and parameter e...

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Detalles Bibliográficos
Autores principales: Laurel, Jacob, Misailovic, Sasa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7702239/
http://dx.doi.org/10.1007/978-3-030-44914-8_14