"online convex optimization" Papers

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Fairness-Regularized Online Optimization with Switching Costs

Pengfei Li, Yuelin Han, Adam Wierman et al.

NeurIPS 2025posterarXiv:2512.11131

Differentially Private Worst-group Risk Minimization

Xinyu Zhou, Raef Bassily

ICML 2024poster

Discounted Adaptive Online Learning: Towards Better Regularization

Zhiyu Zhang, David Bombara, Heng Yang

ICML 2024poster

Improved Differentially Private and Lazy Online Convex Optimization: Lower Regret without Smoothness Requirements

Naman Agarwal, Satyen Kale, Karan Singh et al.

ICML 2024poster

Non-stationary Online Convex Optimization with Arbitrary Delays

Yuanyu Wan, Chang Yao, Mingli Song et al.

ICML 2024poster

Projection-Free Online Convex Optimization with Time-Varying Constraints

Dan Garber, Ben Kretzu

ICML 2024poster

Pursuing Overall Welfare in Federated Learning through Sequential Decision Making

Seok-Ju Hahn, Gi-Soo Kim, Junghye Lee

ICML 2024poster

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

Qinzi Zhang, Ashok Cutkosky

ICML 2024poster

Small-loss Adaptive Regret for Online Convex Optimization

Wenhao Yang, Wei Jiang, Yibo Wang et al.

ICML 2024poster