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Online Algorithms

803 directly classified papers

Papers per year

Papers

Active Evaluation: Efficient NLG Evaluation with Few Pairwise Comparisons ACL 2022
Matching in Multi-arm Bandit with Collision NIPS 2022
NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency AAAI 2022
An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas IJCAI 2022
Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications IJCAI 2022
Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback IJCAI 2022
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022
A Simple yet Universal Strategy for Online Convex Optimization ICML 2022
Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback NIPS 2022
On Efficient Online Imitation Learning via Classification NIPS 2022
Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022
Safe Exploration for Efficient Policy Evaluation and Comparison ICML 2022
Mechanism Design with Predictions IJCAI 2022
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes ICML 2022
Fixed-Budget Best-Arm Identification in Structured Bandits IJCAI 2022
Universal and data-adaptive algorithms for model selection in linear contextual bandits ICML 2022
Sample-Efficient Reinforcement Learning with loglog(T) Switching Cost ICML 2022
Stochastic Rising Bandits ICML 2022
Feature and Parameter Selection in Stochastic Linear Bandits ICML 2022
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification AAAI 2022
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits NIPS 2022
Return of the bias: Almost minimax optimal high probability bounds for adversarial linear bandits COLT 2022
Instance Dependent Regret Analysis of Kernelized Bandits ICML 2022
Regret Minimization with Performative Feedback ICML 2022
Fourier Learning with Cyclical Data ICML 2022