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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Mak, PYC
مؤلفون آخرون: Ong, CH
التنسيق: أطروحة
اللغة:English
منشور في: 2022
الموضوعات: