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

Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond ICML 2021

Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits NIPS 2021

On Optimal Robustness to Adversarial Corruption in Online Decision Problems NIPS 2021

Logarithmic Regret in Feature-based Dynamic Pricing NIPS 2021

Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation CVPR 2021

Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction CVPR 2021

Improved Regret Bounds of Bilinear Bandits using Action Space Analysis ICML 2021

Real-Time Video Inference on Edge Devices via Adaptive Model Streaming ICCV 2021

Wanderlust: Online Continual Object Detection in the Real World ICCV 2021

Hierarchical Object-to-Zone Graph for Object Navigation ICCV 2021

Online Knowledge Distillation for Efficient Pose Estimation ICCV 2021

Online Continual Learning With Natural Distribution Shifts: An Empirical Study With Visual Data ICCV 2021

Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort IJCNLP 2021

Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank AAAI 2021

Differentially Private Online Submodular Maximization AISTATS 2021

Learning User Preferences in Non-Stationary Environments AISTATS 2021

Online Learning in Unknown Markov Games ICML 2021

Decentralized Learning in Online Queuing Systems NIPS 2021

Tight Regret Bounds for Infinite-armed Linear Contextual Bandits AISTATS 2021

Optimal Dynamic Regret in Exp-Concave Online Learning COLT 2021

Improved Analysis for Dynamic Regret of Strongly Convex and Smooth Functions L4DC 2021

Mirror Descent and the Information Ratio COLT 2021

Generating Adversarial Disturbances for Controller Verification L4DC 2021

Lifelong Learning with Branching Experts ACML 2021

Fast Rate Learning in Stochastic First Price Bidding ACML 2021