"gradient flow" Papers

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Continuous-time Riemannian SGD and SVRG Flows on Wasserstein Probabilistic Space

Mingyang Yi, Bohan Wang

NEURIPS 2025arXiv:2401.13530

Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel

Yilan Chen, Zhichao Wang, Wei Huang et al.

NEURIPS 2025arXiv:2506.11357
1
citations

Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications

Jiashuo Liu, Jiayun Wu, Tianyu Wang et al.

ICML 2024arXiv:2311.05054
5
citations

Highway Value Iteration Networks

Yuhui Wang, Weida Li, Francesco Faccio et al.

ICML 2024arXiv:2406.03485
3
citations

Sliced Wasserstein with Random-Path Projecting Directions

Khai Nguyen, Shujian Zhang, Tam Le et al.

ICML 2024arXiv:2401.15889
17
citations