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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

Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021
Online Graph Dictionary Learning ICML 2021
A One-Size-Fits-All Solution to Conservative Bandit Problems AAAI 2021
Design of Experiments for Stochastic Contextual Linear Bandits NIPS 2021
Prediction with Finitely many Errors Almost Surely AISTATS 2021
Selective Sampling for Online Best-arm Identification NIPS 2021
On Optimal Robustness to Adversarial Corruption in Online Decision Problems NIPS 2021
Individual Fairness in Hindsight JMLR 2021
Multi-Armed Bandits with Cost Subsidy AISTATS 2021
Online Learning Of Neural Computations From Sparse Temporal Feedback NIPS 2021
Prediction against a limited adversary JMLR 2021
Logarithmic Regret in Feature-based Dynamic Pricing NIPS 2021
Power of Hints for Online Learning with Movement Costs AISTATS 2021
Margin-Independent Online Multiclass Learning via Convex Geometry NIPS 2021
Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds NIPS 2021
Online Sparse Reinforcement Learning AISTATS 2021
No-regret Online Learning over Riemannian Manifolds NIPS 2021
Learning in Non-Cooperative Configurable Markov Decision Processes NIPS 2021
Towards Best-of-All-Worlds Online Learning with Feedback Graphs NIPS 2021
Tight Regret Bounds for Infinite-armed Linear Contextual Bandits AISTATS 2021
Contextual Recommendations and Low-Regret Cutting-Plane Algorithms NIPS 2021
Dominate or Delete: Decentralized Competing Bandits in Serial Dictatorship AISTATS 2021
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits NIPS 2021
Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank AAAI 2021
Neural Pseudo-Label Optimism for the Bank Loan Problem NIPS 2021