Nonparametric Involutive Markov Chain Monte Carlo: a MCMC algorithm for universal probabilistic programming

<p>Probabilistic programming, the idea to write probabilistic models as computer programs, has proven to be a powerful tool for statistical analysis thanks to the computation power of built-in inference algorithms. Developing suitable inference algorithms that work for arbitrary programs in a...

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Detalles Bibliográficos
Autor principal: Mak, PYC
Otros Autores: Ong, CH
Formato: Tesis
Lenguaje:English
Publicado: 2022
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