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Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo.

, , and . CoRR, (2017)

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Vector Spaces.. Arch. Formal Proofs, (2014)Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo., , and . CoRR, (2017)Estimating Normalizing Constants for Log-Concave Distributions: Algorithms and Lower Bounds., , and . CoRR, (2019)Principled Gradient-based Markov Chain Monte Carlo for Text Generation., , , , , , and . CoRR, (2023)Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets., , , , , , , and . NeurIPS, page 14574-14583. (2019)Pitfalls of Gaussians as a noise distribution in NCE., , , and . ICLR, OpenReview.net, (2023)Extracting Latent State Representations with Linear Dynamics from Rich Observations., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 6705-6725. PMLR, (2022)Improved Analysis of Score-based Generative Modeling: User-Friendly Bounds under Minimal Smoothness Assumptions., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 4735-4763. PMLR, (2023)Robust guarantees for learning an autoregressive filter., and . ALT, volume 117 of Proceedings of Machine Learning Research, page 490-517. PMLR, (2020)Quadratic polynomials of small modulus cannot represent OR.. CoRR, (2015)