Adaptive Online Learning

21 August 2015

Papers citing "Adaptive Online Learning"

15 / 15 papers shown

Title
Learnability in Online Kernel Selection with Memory Constraint via Data-dependent Regret Analysis Junfan Li Shizhong Liao 23 0 0 01 Jul 2024
Unconstrained Online Learning with Unbounded Losses Andrew Jacobsen Ashok Cutkosky 32 16 0 08 Jun 2023
Online Prediction in Sub-linear Space Binghui Peng Fred Zhang 23 16 0 16 Jul 2022
Online PAC-Bayes Learning Maxime Haddouche Benjamin Guedj 24 21 0 31 May 2022
Parameter-free Mirror Descent Andrew Jacobsen Ashok Cutkosky 20 32 0 26 Feb 2022
Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits Haipeng Luo Mengxiao Zhang Peng Zhao Zhi-Hua Zhou 34 17 0 12 Feb 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
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination Dylan J. Foster A. Krishnamurthy 48 43 0 05 Jul 2021
Adaptive Gradient Methods for Constrained Convex Optimization and Variational Inequalities Alina Ene Huy Le Nguyen Adrian Vladu ODL 30 28 0 17 Jul 2020
Lipschitz Adaptivity with Multiple Learning Rates in Online Learning Zakaria Mhammedi Wouter M. Koolen T. Erven 23 33 0 27 Feb 2019
Parameter-free online learning via model selection Dylan J. Foster Satyen Kale M. Mohri Karthik Sridharan 32 58 0 30 Dec 2017
Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities Ruitong Huang Tor Lattimore András Gyorgy Csaba Szepesvári 18 31 0 10 Feb 2017
BISTRO: An Efficient Relaxation-Based Method for Contextual Bandits Alexander Rakhlin Karthik Sridharan OffRL 14 72 0 06 Feb 2016
On Equivalence of Martingale Tail Bounds and Deterministic Regret Inequalities Alexander Rakhlin Karthik Sridharan 12 47 0 13 Oct 2015
Learning without Concentration S. Mendelson 92 333 0 01 Jan 2014