"stochastic gradient methods" Papers

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On the Performance Analysis of Momentum Method: A Frequency Domain Perspective

Xianliang Li, Jun Luo, Zhiwei Zheng et al.

ICLR 2025arXiv:2411.19671
4
citations

SAVA: Scalable Learning-Agnostic Data Valuation

Samuel Kessler, Tam Le, Vu Nguyen

ICLR 2025arXiv:2406.01130
1
citations

Distributed Bilevel Optimization with Communication Compression

Yutong He, Jie Hu, Xinmeng Huang et al.

ICML 2024arXiv:2405.18858
2
citations

Faster Sampling via Stochastic Gradient Proximal Sampler

Xunpeng Huang, Difan Zou, Hanze Dong et al.

ICML 2024arXiv:2405.16734
3
citations