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Learning proposals for probabilistic programs with inference combinators.

, , , , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1056-1066. AUAI Press, (2021)

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Structured gotos are (Slightly) harmful., and . SAC, page 1784-1789. ACM, (2016)Deriving Time-Averaged Active Inference from Control Principles., , , , and . IWAI, volume 1721 of Communications in Computer and Information Science, page 355-370. Springer, (2022)Composing Modeling and Inference Operations with Probabilistic Program Combinators., , , and . CoRR, (2018)Cue-Pin-Select, a Secure Mental Password Manager., , , and . COMPSAC, page 418-428. IEEE, (2020)Learning proposals for probabilistic programs with inference combinators., , , , and . UAI, volume 161 of Proceedings of Machine Learning Research, page 1056-1066. AUAI Press, (2021)Computing with Categories in Machine Learning., , and . AGI, volume 13921 of Lecture Notes in Computer Science, page 244-254. Springer, (2023)Neural Topographic Factor Analysis for fMRI Data., , , , , , and . NeurIPS, (2020)Amortized Population Gibbs Samplers with Neural Sufficient Statistics., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 10421-10431. PMLR, (2020)Learning a Deep Generative Model like a Program: the Free Category Prior.. CoRR, (2020)Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm., , and . CoRR, (2024)