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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| Format: | Thesis |
| Language: | English |
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2022
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