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Discrete Probabilistic Inference as Control in Multi-path Environments.

, , , , и . CoRR, (2024)

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Peter Malkin

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Mining Self-similarity: Label Super-Resolution with Epitomic Representations., , и . ECCV (26), том 12371 из Lecture Notes in Computer Science, стр. 531-547. Springer, (2020)Let the Flows Tell: Solving Graph Combinatorial Optimization Problems with GFlowNets., , , , , и . CoRR, (2023)On diffusion models for amortized inference: Benchmarking and improving stochastic control and sampling., , , , , , , , и . CoRR, (2024)Delta-AI: Local objectives for amortized inference in sparse graphical models., , , , , , , и . CoRR, (2023)V-STaR: Training Verifiers for Self-Taught Reasoners., , , , , и . CoRR, (2024)GFlowNets and variational inference., , , , , , , и . ICLR, OpenReview.net, (2023)Better Training of GFlowNets with Local Credit and Incomplete Trajectories., , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 26878-26890. PMLR, (2023)GFlowNet-EM for Learning Compositional Latent Variable Models., , , , , и . ICML, том 202 из Proceedings of Machine Learning Research, стр. 13528-13549. PMLR, (2023)Coherence boosting: When your pretrained language model is not paying enough attention., , и . ACL (1), стр. 8214-8236. Association for Computational Linguistics, (2022)ThinkSum: Probabilistic reasoning over sets using large language models., , , и . ACL (1), стр. 1216-1239. Association for Computational Linguistics, (2023)