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Online Algorithms

803 directly classified papers

Papers per year

Papers

TS-UCB: Improving on Thompson Sampling With Little to No Additional Computation AISTATS 2023
Trading-Off Payments and Accuracy in Online Classification with Paid Stochastic Experts ICML 2023
Infinite Action Contextual Bandits with Reusable Data Exhaust ICML 2023
Minimalistic Predictions to Schedule Jobs with Online Precedence Constraints ICML 2023
OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling NIPS 2023
Learning to Boost Training by Periodic Nowcasting Near Future Weights ICML 2023
Unconstrained Online Learning with Unbounded Losses ICML 2023
Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model ICML 2023
Coordinated Dynamic Bidding in Repeated Second-Price Auctions with Budgets ICML 2023
The Gain from Ordering in Online Learning NIPS 2023
Best Arm Identification in Multi-Agent Multi-Armed Bandits ICML 2023
Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023
Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion ICML 2023
Fast Online Node Labeling for Very Large Graphs ICML 2023
Online Corrupted User Detection and Regret Minimization NIPS 2023
One Arrow, Two Kills: A Unified Framework for Achieving Optimal Regret Guarantees in Sleeping Bandits AISTATS 2023
On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm ICML 2023
No-Regret Online Prediction with Strategic Experts NIPS 2023
Online switching control with stability and regret guarantees L4DC 2023
Competing against Adaptive Strategies in Online Learning via Hints AISTATS 2023
Nearly Optimal Algorithms with Sublinear Computational Complexity for Online Kernel Regression ICML 2023
Speed-Oblivious Online Scheduling: Knowing (Precise) Speeds is not Necessary ICML 2023
Optimism and Delays in Episodic Reinforcement Learning AISTATS 2023
Treepiece: Faster Semantic Parsing via Tree Tokenization EMNLP 2023
Regret Guarantees for Online Deep Control L4DC 2023