Lipschitz Adaptivity with Multiple Learning Rates in Online Learning

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Lipschitz Adaptivity with Multiple Learning Rates in Online Learning

27 February 2019

Zakaria Mhammedi

Wouter M. Koolen

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Papers citing "Lipschitz Adaptivity with Multiple Learning Rates in Online Learning"

13 / 13 papers shown

Title
Efficient Methods for Non-stationary Online Learning Peng Zhao Yan-Feng Xie Lijun Zhang Zhi Zhou 126 22 0 16 Sep 2023
Mechanic: A Learning Rate Tuner Ashok Cutkosky Aaron Defazio Harsh Mehta OffRL 127 18 0 31 May 2023
Quasi-Newton Steps for Efficient Online Exp-Concave Optimization Zakaria Mhammedi Khashayar Gatmiry 55 7 0 02 Nov 2022
A Regret-Variance Trade-Off in Online Learning Dirk van der Hoeven Nikita Zhivotovskiy Nicolò Cesa-Bianchi 56 7 0 06 Jun 2022
Exploiting the Curvature of Feasible Sets for Faster Projection-Free Online Learning Zakaria Mhammedi 103 9 0 23 May 2022
Isotuning With Applications To Scale-Free Online Learning Laurent Orseau Marcus Hutter 76 6 0 29 Dec 2021
Regret and Cumulative Constraint Violation Analysis for Online Convex Optimization with Long Term Constraints Xinlei Yi Xiuxian Li Tao Yang Lihua Xie Tianyou Chai Karl H. Johansson 74 47 0 09 Jun 2021
MetaGrad: Adaptation using Multiple Learning Rates in Online Learning T. Erven Wouter M. Koolen Dirk van der Hoeven ODL 107 23 0 12 Feb 2021
Impossible Tuning Made Possible: A New Expert Algorithm and Its Applications Liyu Chen Haipeng Luo Chen-Yu Wei 115 45 0 01 Feb 2021
CRPS Learning Jonathan Berrisch F. Ziel 117 27 0 01 Feb 2021
Stochastic Online Convex Optimization. Application to probabilistic time series forecasting Olivier Wintenberger AI4TS 107 8 0 01 Feb 2021
Lipschitz and Comparator-Norm Adaptivity in Online Learning Zakaria Mhammedi Wouter M. Koolen 80 57 0 27 Feb 2020
Locally-Adaptive Nonparametric Online Learning Ilja Kuzborskij Nicolò Cesa-Bianchi 62 6 0 05 Feb 2020