A parameter-free hedging algorithm

16 March 2009

Papers citing "A parameter-free hedging algorithm"

26 / 26 papers shown

Title
How Free is Parameter-Free Stochastic Optimization? Amit Attia Tomer Koren ODL 47 5 0 05 Feb 2024
A simple uniformly optimal method without line search for convex optimization Tianjiao Li Guanghui Lan 28 20 0 16 Oct 2023
Making SGD Parameter-Free Y. Carmon Oliver Hinder 25 43 0 04 May 2022
Parameter-free Online Linear Optimization with Side Information via Universal Coin Betting Jeonghun Ryu Alankrita Bhatt Young-Han Kim 26 1 0 04 Feb 2022
Optimal Online Learning using Potential Functions Y. Freund 16 0 0 20 Jun 2021
Optimal anytime regret with two experts Nicholas J. A. Harvey Christopher Liaw E. Perkins Sikander Randhawa 19 16 0 20 Feb 2020
New Potential-Based Bounds for Prediction with Expert Advice Vladimir A. Kobzar R. Kohn Zhilei Wang 24 21 0 05 Nov 2019
Lipschitz Adaptivity with Multiple Learning Rates in Online Learning Zakaria Mhammedi Wouter M. Koolen T. Erven 23 33 0 27 Feb 2019
Solving Imperfect-Information Games via Discounted Regret Minimization Noam Brown T. Sandholm 21 165 0 11 Sep 2018
Online Learning: A Comprehensive Survey Guosheng Lin Doyen Sahoo Jing Lu P. Zhao OffRL 29 634 0 08 Feb 2018
Parameter-free online learning via model selection Dylan J. Foster Satyen Kale M. Mohri Karthik Sridharan 32 58 0 30 Dec 2017
Need for Speed: A Benchmark for Higher Frame Rate Object Tracking Hamed Kiani Galoogahi Ashton Fagg Chen Huang Deva Ramanan Simon Lucey 30 399 0 17 Mar 2017
Tight Lower Bounds for Multiplicative Weights Algorithmic Families N. Gravin Yuval Peres Balasubramanian Sivan 19 16 0 11 Jul 2016
A sequential Monte Carlo approach to Thompson sampling for Bayesian optimization Hildo Bijl Thomas B. Schon J. Wingerden M. Verhaegen 13 25 0 01 Apr 2016
Adaptive Ensemble Learning with Confidence Bounds Cem Tekin Jinsung Yoon M. Schaar FedML 11 40 0 23 Dec 2015
Second-order Quantile Methods for Experts and Combinatorial Games Wouter M. Koolen T. Erven 24 101 0 27 Feb 2015
Achieving All with No Parameters: Adaptive NormalHedge Haipeng Luo Robert Schapire ODL 31 18 0 20 Feb 2015
Prediction with Advice of Unknown Number of Experts A. Chernov V. Vovk 38 46 0 09 Aug 2014
Exploiting Smoothness in Statistical Learning, Sequential Prediction, and Stochastic Optimization M. Mahdavi 63 4 0 19 Jul 2014
Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning Francesco Orabona 51 102 0 15 Jun 2014
Unconstrained Online Linear Learning in Hilbert Spaces: Minimax Algorithms and Normal Approximations H. B. McMahan Francesco Orabona 39 76 0 03 Mar 2014
Follow the Leader If You Can, Hedge If You Must S. D. Rooij T. Erven Peter Grünwald Wouter M. Koolen 53 176 0 03 Jan 2013
An Online Learning-based Framework for Tracking Kamalika Chaudhuri Y. Freund Daniel J. Hsu 59 7 0 15 Mar 2012
Portfolio Allocation for Bayesian Optimization E. Brochu Matthew W. Hoffman Nando de Freitas 34 278 0 28 Sep 2010
Online Learning in Case of Unbounded Losses Using the Follow Perturbed Leader Algorithm V. Výugin 47 4 0 25 Aug 2010
Particle Filtering on the Audio Localization Manifold Evan Ettinger Y. Freund 85 0 0 02 Mar 2010