Better Parameter-free Stochastic Optimization with ODE Updates for Coin-Betting

12 June 2020

Papers citing "Better Parameter-free Stochastic Optimization with ODE Updates for Coin-Betting"

19 / 19 papers shown

Title
Implicit Parameter-free Online Learning with Truncated Linear Models Keyi Chen Ashok Cutkosky Francesco Orabona 49 10 0 19 Mar 2022
Parameter-free Stochastic Optimization of Variationally Coherent Functions Francesco Orabona Dávid Pál 68 19 0 30 Jan 2021
Lipschitz and Comparator-Norm Adaptivity in Online Learning Zakaria Mhammedi Wouter M. Koolen 61 56 0 27 Feb 2020
Matrix-Free Preconditioning in Online Learning Ashok Cutkosky Tamás Sarlós ODL 66 16 0 29 May 2019
Adaptive scale-invariant online algorithms for learning linear models Michal Kempka W. Kotłowski Manfred K. Warmuth 49 30 0 20 Feb 2019
Parameter-Free Online Convex Optimization with Sub-Exponential Noise Kwang-Sung Jun Francesco Orabona 91 43 0 05 Feb 2019
Stochastic (Approximate) Proximal Point Methods: Convergence, Optimality, and Adaptivity Hilal Asi John C. Duchi 120 125 0 12 Oct 2018
Online Learning: Sufficient Statistics and the Burkholder Method Dylan J. Foster Alexander Rakhlin Karthik Sridharan 42 27 0 20 Mar 2018
Black-Box Reductions for Parameter-free Online Learning in Banach Spaces Ashok Cutkosky Francesco Orabona 81 146 0 17 Feb 2018
Scale-invariant unconstrained online learning W. Kotłowski 41 18 0 23 Aug 2017
Online Learning Without Prior Information Ashok Cutkosky K. Boahen ODL 36 74 0 07 Mar 2017
Online Convex Optimization with Unconstrained Domains and Losses Ashok Cutkosky K. Boahen ODL 49 32 0 07 Mar 2017
Coin Betting and Parameter-Free Online Learning Francesco Orabona D. Pál 160 165 0 12 Feb 2016
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights Weijie Su Stephen P. Boyd Emmanuel J. Candes 160 1,166 0 04 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
OpenML: networked science in machine learning Joaquin Vanschoren Jan N. van Rijn B. Bischl Luís Torgo FedML AI4CE 163 1,324 0 29 Jul 2014
Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning Francesco Orabona 132 103 0 15 Jun 2014
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations H. B. McMahan Francesco Orabona 130 77 0 03 Mar 2014
Online Importance Weight Aware Updates Nikos Karampatziakis John Langford 161 79 0 06 Nov 2010