Spotlight "online convex optimization" Papers

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Gradient-Variation Online Adaptivity for Accelerated Optimization with Hölder Smoothness

Yuheng Zhao, Yu-Hu Yan, Kfir Y. Levy et al.

NEURIPS 2025spotlightarXiv:2511.02276
4
citations

On the necessity of adaptive regularisation: Optimal anytime online learning on $\boldsymbol{\ell_p}$-balls

Emmeran Johnson, David Martinez-Rubio, Ciara Pike-Burke et al.

NEURIPS 2025spotlight