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11/02/2022
Nonparametric Involutive Markov Chain Monte Carlo
A challenging problem in probabilistic programming is to develop inferen...
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06/18/2021
Nonparametric Hamiltonian Monte Carlo
Probabilistic programming uses programs to express generative models who...
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04/08/2020
Densities of almost-surely terminating probabilistic programs are differentiable almost everywhere
We study the differential properties of higher-order statistical probabi...
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02/19/2020