MetaGrad: Adaptation using Multiple Learning Rates in Online Learning

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MetaGrad: Adaptation using Multiple Learning Rates in Online Learning

12 February 2021

Wouter M. Koolen

Dirk van der Hoeven

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Papers citing "MetaGrad: Adaptation using Multiple Learning Rates in Online Learning"

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Title
Non-stationary Bandit Convex Optimization: A Comprehensive Study Xiaoqi Liu Dorian Baudry Julian Zimmert Patrick Rebeschini Arya Akhavan 74 0 0 03 Jun 2025
Non-stationary Online Convex Optimization with Arbitrary Delays Yuanyu Wan Chang Yao Min-Gyoo Song Lijun Zhang 96 3 0 20 May 2023
Grad-GradaGrad? A Non-Monotone Adaptive Stochastic Gradient Method Aaron Defazio Baoyu Zhou Lin Xiao ODL 55 5 0 14 Jun 2022
A Regret-Variance Trade-Off in Online Learning Dirk van der Hoeven Nikita Zhivotovskiy Nicolò Cesa-Bianchi 56 7 0 06 Jun 2022
A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs Chloé Rouyer Dirk van der Hoeven Nicolò Cesa-Bianchi Yevgeny Seldin 90 17 0 01 Jun 2022