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...

Volledige beschrijving

Bibliografische gegevens
Hoofdauteur: Mak, PYC
Andere auteurs: Ong, CH
Formaat: Thesis
Taal:English
Gepubliceerd in: 2022
Onderwerpen: