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Online Algorithms

2190 directly classified papers

Papers per year

Papers

On the Necessity of Collaboration for Online Model Selection with Decentralized Data NIPS 2024
How Does Variance Shape the Regret in Contextual Bandits? NIPS 2024
Online Bayesian Persuasion Without a Clue NIPS 2024
Online Distribution Learning with Local Privacy Constraints AISTATS 2024
On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice NIPS 2024
Identifying Copeland Winners in Dueling Bandits with Indifferences AISTATS 2024
Real-Time Selection Under General Constraints via Predictive Inference NIPS 2024
Multiclass Transductive Online Learning NIPS 2024
When will my ML Job finish? Toward providing Completion Time Estimates through Predictability-Centric Scheduling OSDI 2024
Convergence of No-Swap-Regret Dynamics in Self-Play NIPS 2024
No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting NIPS 2024
Online Classification with Predictions NIPS 2024
Learning-Based Algorithms for Graph Searching Problems AISTATS 2024
On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games NIPS 2024
Online Estimation via Offline Estimation: An Information-Theoretic Framework NIPS 2024
Sparsity-Agnostic Linear Bandits with Adaptive Adversaries NIPS 2024
Faster Convergence with MultiWay Preferences AISTATS 2024
Learning from Snapshots of Discrete and Continuous Data Streams NIPS 2024
Optimal Algorithms for Online Convex Optimization with Adversarial Constraints NIPS 2024
Online Learning with Sublinear Best-Action Queries NIPS 2024
Maximizing utility in multi-agent environments by anticipating the behavior of other learners NIPS 2024
Contextual Decision-Making with Knapsacks Beyond the Worst Case NIPS 2024
Gradient-Variation Online Learning under Generalized Smoothness NIPS 2024
AUGUR: Practical Mobile Multipath Transport Service for Low Tail Latency in Real-Time Streaming NSDI 2024
Fair Online Bilateral Trade NIPS 2024