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Online Algorithms

2,192 papers

Papers per year

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Papers

The Distortion of Binomial Voting Defies Expectation NIPS 2023
Online Clustering of Bandits with Misspecified User Models NIPS 2023
Double Auctions with Two-sided Bandit Feedback NIPS 2023
Counting Distinct Elements in the Turnstile Model with Differential Privacy under Continual Observation NIPS 2023
Auditing Fairness by Betting NIPS 2023
Single-Pass Pivot Algorithm for Correlation Clustering. Keep it simple! NIPS 2023
Adversarial Resilience in Sequential Prediction via Abstention NIPS 2023
Bandit Task Assignment with Unknown Processing Time NIPS 2023
Faster Query Times for Fully Dynamic $k$-Center Clustering with Outliers NIPS 2023
Bandit Social Learning under Myopic Behavior NIPS 2023
Online learning of long-range dependencies NIPS 2023
Robust Lipschitz Bandits to Adversarial Corruptions NIPS 2023
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits NIPS 2023
Weitzman's Rule for Pandora's Box with Correlations NIPS 2023
Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption NIPS 2023
A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment NIPS 2023
Online Constrained Meta-Learning: Provable Guarantees for Generalization NIPS 2023
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework NIPS 2023
On the Convergence of No-Regret Learning Dynamics in Time-Varying Games NIPS 2023
Fast and Regret Optimal Best Arm Identification: Fundamental Limits and Low-Complexity Algorithms NIPS 2023
Robust Learning for Smoothed Online Convex Optimization with Feedback Delay NIPS 2023
Online Ad Allocation with Predictions NIPS 2023
Alternation makes the adversary weaker in two-player games NIPS 2023
Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits NIPS 2023
Elastic Decision Transformer NIPS 2023