most citedNewtonian Monte Carlo: single-site MCMC meets second-order gradient methods

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cs.PL2020

PPL Bench: Evaluation Framework For Probabilistic Programming Languages

Sourabh Kulkarni, Kinjal Divesh Shah, Nimar Arora +9

We introduce PPL Bench, a new benchmark for evaluating Probabilistic Programming Languages (PPLs) on a variety of statistical models. The benchmark includes data generation and eva…