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probabilistic programming language

5 papers

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Also known as

PPL

Co-occurring keywords · papers mentioning both

probabilistic programming (3) stochastic process (2) markov chain monte carlo (2) probabilistic inference (2) bayesian inference (2) likelihood hacking (1) bayesian model discovery (1) inference composition (1) variable dependence structure (1) sampling-based planning (1)

Papers

Likelihood hacking in probabilistic program synthesis UAI 2026 Probabilistic Programs as an Action Description Language AAAI 2023 Bean Machine: A Declarative Probabilistic Programming Language For Efficient Programmable Inference PGM 2020 LF-PPL: A Low-Level First Order Probabilistic Programming Language for Non-Differentiable Models AISTATS 2019 Nonstandard Interpretations of Probabilistic Programs for Efficient Inference NeurIPS 2011