"non-smooth optimization" Papers

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Finite Smoothing Algorithm for High-Dimensional Support Vector Machines and Quantile Regression

Qian Tang, Yikai Zhang, Boxiang Wang

ICML 2024

Mollification Effects of Policy Gradient Methods

Tao Wang, Sylvia Herbert, Sicun Gao

ICML 2024arXiv:2405.17832
1
citations

Random Scaling and Momentum for Non-smooth Non-convex Optimization

Qinzi Zhang, Ashok Cutkosky

ICML 2024arXiv:2405.09742
8
citations

Stochastic Optimization with Arbitrary Recurrent Data Sampling

William Powell, Hanbaek Lyu

ICML 2024arXiv:2401.07694
1
citations

Uniformly Stable Algorithms for Adversarial Training and Beyond

Jiancong Xiao, Jiawei Zhang, Zhi-Quan Luo et al.

ICML 2024arXiv:2405.01817
2
citations