"wasserstein gradient flows" Papers

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Bridging the Gap between Variational Inference and Stochastic Gradient MCMC in Function Space

Mengjing Wu, Junyu Xuan, Jie Lu

Flowing Datasets with Wasserstein over Wasserstein Gradient Flows

Clément Bonet, Christophe Vauthier, Anna Korba

ICML 2025oralarXiv:2506.07534

Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold

Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams et al.

ICLR 2025arXiv:2410.02490

Mean Field Langevin Actor-Critic: Faster Convergence and Global Optimality beyond Lazy Learning

Kakei Yamamoto, Kazusato Oko, Zhuoran Yang et al.