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expert advice

54 papers

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Co-occurring keywords

online learning (1777) regret bound (1926) multi-armed bandit (1098) learning rate (192) online prediction (32) online algorithm (445) prediction with expert advice (8) prediction algorithm (12) multiplicative weight (16) adversarial learning (1595)

Papers

Prediction with Corrupted Expert Advice NIPS 2020
New Potential-Based Bounds for Prediction with Expert Advice COLT 2020
Online Algorithms for Rent-Or-Buy with Expert Advice ICML 2019
XNAS: Neural Architecture Search with Expert Advice NIPS 2019
Dying Experts: Efficient Algorithms with Optimal Regret Bounds NIPS 2019
Private Learning Implies Online Learning: An Efficient Reduction NIPS 2019
Indirect Trust is Simple to Establish IJCAI 2019
Constant Regret, Generalized Mixability, and Mirror Descent NIPS 2018
Competing with Automata-based Expert Sequences AISTATS 2018
Online Prediction with Selfish Experts NIPS 2017
Near Minimax Optimal Players for the Finite-Time 3-Expert Prediction Problem NIPS 2017
Improved Strongly Adaptive Online Learning using Coin Betting AISTATS 2017
Parameter-Free Online Learning via Model Selection NIPS 2017
A Closer Look at Adaptive Regret JMLR 2016
Online Learning with Low Rank Experts COLT 2016
Coin Betting and Parameter-Free Online Learning NIPS 2016
Achieving All with No Parameters: AdaNormalHedge COLT 2015
Open Problem: Online Sabotaged Shortest Path COLT 2015
Second-order Quantile Methods for Experts and Combinatorial Games COLT 2015
Exploiting easy data in online optimization NIPS 2014
Prediction with Limited Advice and Multiarmed Bandits with Paid Observations ICML 2014
Multiarmed Bandits With Limited Expert Advice COLT 2014
Learning the Learning Rate for Prediction with Expert Advice NIPS 2014
Follow the Leader with Dropout Perturbations COLT 2014
Optimal Discovery with Probabilistic Expert Advice: Finite Time Analysis and Macroscopic Optimality JMLR 2013