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online learning

1770 papers

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Also known as

OLO OL

Co-occurring keywords

regret bound (1918) multi-armed bandit (1091) stochastic optimization (1060) regret minimization (315) contextual bandit (379) reinforcement learning (4122) online algorithm (444) convex optimization (1320) adversarial learning (1592) continual learning (1164)

Papers

Improved Strongly Adaptive Online Learning using Coin Betting AISTATS 2017
Fast rates with high probability in exp-concave statistical learning AISTATS 2017
Efficient Online Multiclass Prediction on Graphs via Surrogate Losses AISTATS 2017
Online Nonnegative Matrix Factorization with General Divergences AISTATS 2017
Contextual Bandits with Latent Confounders: An NMF Approach AISTATS 2017
Perishability of Data: Dynamic Pricing under Varying-Coefficient Models JMLR 2017
Efficient Sampling from Time-Varying Log-Concave Distributions JMLR 2017
Dueling Bandits with Weak Regret ICML 2017
Efficient Online Bandit Multiclass Learning with $\tilde{O}(\sqrt{T})$ Regret ICML 2017
Online Learning to Rank in Stochastic Click Models ICML 2017
Conditional Accelerated Lazy Stochastic Gradient Descent ICML 2017
Learning Infinite Layer Networks Without the Kernel Trick ICML 2017
Follow the Compressed Leader: Faster Online Learning of Eigenvectors and Faster MMWU ICML 2017
Provably Optimal Algorithms for Generalized Linear Contextual Bandits ICML 2017
Follow the Moving Leader in Deep Learning ICML 2017
Learning Robot Objectives from Physical Human Interaction CORL 2017
Online Learning with Stochastic Recurrent Neural Networks using Intrinsic Motivation Signals CORL 2017
Robust Online i-Vectors for Unsupervised Adaptation of DNN Acoustic Models: A Study in the Context of Digital Voice Assistants INTERSPEECH 2017
Online Robust Low-Rank Tensor Learning IJCAI 2017
Incremental Matrix Factorization: A Linear Feature Transformation Perspective IJCAI 2017
Retaining Data from Streams of Social Platforms with Minimal Regret IJCAI 2017
Self-Adjusting Memory: How to Deal with Diverse Drift Types IJCAI 2017
Online Algorithm Selection IJCAI 2017
Online Decision-Making for Scalable Autonomous Systems IJCAI 2017
Following the Leader and Fast Rates in Online Linear Prediction: Curved Constraint Sets and Other Regularities JMLR 2017