ICLR 2025 "stochastic optimization" Papers

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Nonconvex Stochastic Optimization under Heavy-Tailed Noises: Optimal Convergence without Gradient Clipping

Zijian Liu, Zhengyuan Zhou

ICLR 2025posterarXiv:2412.19529
23
citations

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

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

ICLR 2025posterarXiv:2410.02490