2024 "multi-modal distributions" Papers

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An Interpretable Evaluation of Entropy-based Novelty of Generative Models

Jingwei Zhang, Cheuk Ting Li, Farzan Farnia

ICML 2024posterarXiv:2402.17287

Diffusive Gibbs Sampling

Wenlin Chen, Mingtian Zhang, Brooks Paige et al.

ICML 2024posterarXiv:2402.03008

Learning to Explore for Stochastic Gradient MCMC

SeungHyun Kim, Seohyeon Jung, SeongHyeon Kim et al.

ICML 2024posterarXiv:2408.09140

Nonlinear Filtering with Brenier Optimal Transport Maps

Mohammad Al-Jarrah, Niyizhen Jin, Bamdad Hosseini et al.

ICML 2024posterarXiv:2310.13886

Stochastic Localization via Iterative Posterior Sampling

Louis Grenioux, Maxence Noble, Marylou Gabrié et al.

ICML 2024spotlightarXiv:2402.10758