"dynamic regret" Papers

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Constrained Feedback Learning for Non-Stationary Multi-Armed Bandits

Shaoang Li, Jian Li

NEURIPS 2025arXiv:2509.15073

Dynamic Regret Reduces to Kernelized Static Regret

Andrew Jacobsen, Alessandro Rudi, Francesco Orabona et al.

NEURIPS 2025arXiv:2507.05478
2
citations

Non-Stationary Dueling Bandits Under a Weighted Borda Criterion

Joe Suk, Arpit Agarwal

ICLR 2025arXiv:2403.12950
2
citations

Non-stationary Online Convex Optimization with Arbitrary Delays

Yuanyu Wan, Chang Yao, Mingli Song et al.

ICML 2024

Online Linear Regression in Dynamic Environments via Discounting

Andrew Jacobsen, Ashok Cutkosky

ICML 2024arXiv:2405.19175
11
citations

Pausing Policy Learning in Non-stationary Reinforcement Learning

Hyunin Lee, Ming Jin, Javad Lavaei et al.

ICML 2024oralarXiv:2405.16053
2
citations

Percentile Risk-Constrained Budget Pacing for Guaranteed Display Advertising in Online Optimization

Liang Dai, Kejie Lyu, Chengcheng Zhang et al.

AAAI 2024paperarXiv:2312.06174
1
citations