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

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

Differentially Private Online Submodular Maximization AISTATS 2021

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

Logarithmic Regret in Feature-based Dynamic Pricing NIPS 2021

A One-Size-Fits-All Solution to Conservative Bandit Problems AAAI 2021

Online Adaptation to Label Distribution Shift NIPS 2021

Parametric Graph for Unimodal Ranking Bandit ICML 2021

Beyond Bandit Feedback in Online Multiclass Classification NIPS 2021

Neural Pseudo-Label Optimism for the Bank Loan Problem NIPS 2021

Exploiting Opponents Under Utility Constraints in Sequential Games NIPS 2021

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

Continual Prototype Evolution: Learning Online From Non-Stationary Data Streams ICCV 2021

Combinatorial semi-bandit in the non-stationary environment UAI 2021

Continual Quality Estimation with Online Bayesian Meta-Learning ACL 2021

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

Collect & Infer - a fresh look at data-efficient Reinforcement Learning CORL 2021

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

Max-Utility Based Arm Selection Strategy For Sequential Query Recommendations ACML 2021

Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online Interventions (Extended Abstract) IJCAI 2021

The Online Pivot: Lessons Learned from Teaching a Text and Data Mining Course in Lockdown, Enhancing online Teaching with Pair Programming and Digital Badges NAACL 2021

Stochastic Shortest Path with Adversarially Changing Costs IJCAI 2021