The Computational Power of Optimization in Online Learning

8 April 2015

Papers citing "The Computational Power of Optimization in Online Learning"

8 / 8 papers shown

Title
$Improved and Oracle-Efficient Online $\ell_1$-Multicalibration$ Improved and Oracle-Efficient Online $\ell_1$ -Multicalibration Rohan Ghuge Vidya Muthukumar Sahil Singla 76 0 0 23 May 2025
Taking a hint: How to leverage loss predictors in contextual bandits? Chen-Yu Wei Haipeng Luo Alekh Agarwal 82 27 0 04 Mar 2020
Introduction to Online Convex Optimization Elad Hazan OffRL 97 1,922 0 07 Sep 2019
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits Alekh Agarwal Daniel J. Hsu Satyen Kale John Langford Lihong Li Robert Schapire OffRL 213 504 0 04 Feb 2014
Efficient Optimal Learning for Contextual Bandits Miroslav Dudík Daniel J. Hsu Satyen Kale Nikos Karampatziakis John Langford L. Reyzin Tong Zhang 132 300 0 13 Jun 2011
Using More Data to Speed-up Training Time Shai Shalev-Shwartz Ohad Shamir Eran Tromer 57 35 0 06 Jun 2011
Sublinear Optimization for Machine Learning K. Clarkson Elad Hazan David P. Woodruff 63 138 0 21 Oct 2010
Online Learning via Sequential Complexities Alexander Rakhlin Karthik Sridharan Ambuj Tewari 91 101 0 06 Jun 2010