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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

Online Matrix Completion with Side Information NIPS 2020
Prediction with Corrupted Expert Advice NIPS 2020
Coresets via Bilevel Optimization for Continual Learning and Streaming NIPS 2020
Adaptive Aggregation of Arbitrary Online Trackers with a Regret Bound WACV 2020
Near-optimal Regret Bounds for Stochastic Shortest Path ICML 2020
Reinforcement Learning in Feature Space: Matrix Bandit, Kernels, and Regret Bound ICML 2020
Smoothed Analysis of Online and Differentially Private Learning NIPS 2020
Online Binary Space Partitioning Forests AISTATS 2020
Bandit Convex Optimization in Non-stationary Environments AISTATS 2020
Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability AISTATS 2020
Derivative-Free & Order-Robust Optimisation AISTATS 2020
Online Learning with Imperfect Hints ICML 2020
A Simple Online Algorithm for Competing with Dynamic Comparators UAI 2020
Submodular Bandit Problem Under Multiple Constraints UAI 2020
Divergence-Based Motivation for Online EM and Combining Hidden Variable Models UAI 2020
Speeding up Very Fast Decision Tree with Low Computational Cost IJCAI 2020
Online Semi-supervised Multi-label Classification with Label Compression and Local Smooth Regression IJCAI 2020
Improved Sleeping Bandits with Stochastic Action Sets and Adversarial Rewards ICML 2020
Budgeted Online Influence Maximization ICML 2020
Online Dense Subgraph Discovery via Blurred-Graph Feedback ICML 2020
Online Learning with Vector Costs and Bandits with Knapsacks COLT 2020
Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs IJCAI 2020
Stable Reinforcement Learning with Unbounded State Space L4DC 2020
Pitfalls of Learning a Reward Function Online IJCAI 2020
An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles IJCAI 2020