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Amortized Rejection Sampling in Universal Probabilistic Programming.

, , , , , , , , , , , и . AISTATS, том 151 из Proceedings of Machine Learning Research, стр. 8392-8412. PMLR, (2022)

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Robert Klöfkorn

Numerics for evolution equations: a general interface based design concept. Uni Freiburg, (2009)

Robert Wille

Towards a design flow for reversible logic. Uni Bremen, (2009)

Robert Braun

Referenzmodellierung: Grundlegung und Evaluation der Technik des Modell-Konfigurationsmanagements. TU Dresden, (2010)

Robert Wagner

Inkrementelle Modellsynchronisation. Uni Paderborn, (2009)

Robert Zangenfeind

Das Bedeutung-Text-Modell: Wörterbuch und Grammatik einer integralen Sprachbeschreibung. Uni München, (2009)
 

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Simulation-Based Inference for Global Health Decisions., , , , , , , , , и 1 other автор(ы). CoRR, (2020)Composing inference algorithms as program transformations., и . CoRR, (2016)Probabilistic Inference by Program Transformation in Hakaru (System Description)., , , , и . FLOPS, том 9613 из Lecture Notes in Computer Science, стр. 62-79. Springer, (2016)Composing Inference Algorithms as Program Transformations., и . UAI, AUAI Press, (2017)PyMC: a modern, and comprehensive probabilistic programming framework in Python., , , , , , , , , и 4 other автор(ы). PeerJ Comput. Sci., (2023)Verified Multi-Step Synthesis using Large Language Models and Monte Carlo Tree Search., , , , , , , , и . CoRR, (2024)Potential-based Shaping in Model-based Reinforcement Learning., , и . AAAI, стр. 604-609. AAAI Press, (2008)probKanren: A Simple Probabilistic Extension for microKanren., и . ICLP Workshops, том 2970 из CEUR Workshop Proceedings, CEUR-WS.org, (2021)Amortized Rejection Sampling in Universal Probabilistic Programming., , , , , , , , , и 2 other автор(ы). CoRR, (2019)Faithful Model Inversion Substantially Improves Auto-encoding Variational Inference., , , , , и . CoRR, (2017)