MetaGrad: Adaptation using Multiple Learning Rates in Online Learning

12 February 2021

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

9 / 9 papers shown

Title
High-Probability Risk Bounds via Sequential Predictors Dirk van der Hoeven Nikita Zhivotovskiy Nicolò Cesa-Bianchi OffRL 34 2 0 15 Aug 2023
Non-stationary Online Convex Optimization with Arbitrary Delays Yuanyu Wan Chang Yao Min-Gyoo Song Lijun Zhang 40 3 0 20 May 2023
Non-stationary Projection-free Online Learning with Dynamic and Adaptive Regret Guarantees Yibo Wang Wenhao Yang Wei Jiang Shiyin Lu Bing Wang Haihong Tang Yuanyu Wan Lijun Zhang 19 6 0 19 May 2023
Adaptive Probabilistic Forecasting of Electricity (Net-)Load Joseph de Vilmarest J. Browell Matteo Fasiolo Y. Goude Olivier Wintenberger 35 9 0 24 Jan 2023
Modifying Squint for Prediction with Expert Advice in a Changing Environment Thom Neuteboom T. Erven 18 1 0 14 Sep 2022
Grad-GradaGrad? A Non-Monotone Adaptive Stochastic Gradient Method Aaron Defazio Baoyu Zhou Lin Xiao ODL 14 5 0 14 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 21 15 0 01 Jun 2022
Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions Lijun Zhang G. Wang Wei-Wei Tu Zhi-Hua Zhou ODL 15 18 0 26 Jun 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 239 31,253 0 16 Jan 2013