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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

On the Regret Minimization of Nonconvex Online Gradient Ascent for Online PCA COLT 2019
Random Feature-based Online Multi-kernel Learning in Environments with Unknown Dynamics JMLR 2019
Parsimonious Online Learning with Kernels via Sparse Projections in Function Space JMLR 2019
Online Learning via the Differential Privacy Lens NIPS 2019
Incorporating Behavioral Constraints in Online AI Systems AAAI 2019
Online Learning from Data Streams with Varying Feature Spaces AAAI 2019
Efficient Online Learning for Mapping Kernels on Linguistic Structures AAAI 2019
Dueling Bandits with Qualitative Feedback AAAI 2019
Demonstration of a Neural Machine Translation System with Online Learning for Translators ACL 2019
Dynamic Pricing in High-dimensions JMLR 2019
Approximations of the Restless Bandit Problem JMLR 2019
Monotone Learning with Rectified Wire Networks JMLR 2019
No-Regret Bayesian Optimization with Unknown Hyperparameters JMLR 2019
Streaming Principal Component Analysis From Incomplete Data JMLR 2019
Quantifying Uncertainty in Online Regression Forests JMLR 2019
Task-Free Continual Learning CVPR 2019
Real-Time Self-Adaptive Deep Stereo CVPR 2019
Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue AAAI 2019
DeepMellow: Removing the Need for a Target Network in Deep Q-Learning IJCAI 2019
Optimal Stochastic and Online Learning with Individual Iterates NIPS 2019
Fast and Furious Learning in Zero-Sum Games: Vanishing Regret with Non-Vanishing Step Sizes NIPS 2019
Exponentially convergent stochastic k-PCA without variance reduction NIPS 2019
On the Problem of Assigning PhD Grants IJCAI 2019
Deep Reinforcement Learning via Past-Success Directed Exploration AAAI 2019
Enhancing Evolutionary Conversion Rate Optimization via Multi-Armed Bandit Algorithms AAAI 2019