conftrace_

online algorithm

445 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) online learning (1777) competitive ratio (74) stochastic optimization (1060) competitive analysis (53) learning-augmented algorithm (44) combinatorial optimization (1039) contextual bandit (381) regret minimization (315)

Papers

Online Weighted Paging with Unknown Weights NIPS 2024
Towards Fairness in Online Service with K Servers and Its Application on Fair Food Delivery AAAI 2024
Towards provably performant congestion control NSDI 2024
Piecewise-Stationary Bandits with Knapsacks NIPS 2024
Dynamic Budget Throttling in Repeated Second-Price Auctions AAAI 2024
Data-Driven Online Model Selection With Regret Guarantees AISTATS 2024
Online Submodular Maximization via Adaptive Thresholds IJCAI 2024
Regret Analysis of Bilateral Trade with a Smoothed Adversary JMLR 2024
Learning-Augmented Dynamic Submodular Maximization NIPS 2024
Stability in Online Coalition Formation AAAI 2024
Improved Bandits in Many-to-One Matching Markets with Incentive Compatibility AAAI 2024
Efficient Online Crowdsourcing with Complex Annotations AAAI 2024
An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints NIPS 2024
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs NIPS 2024
Continual Counting with Gradual Privacy Expiration NIPS 2024
The Predicted-Updates Dynamic Model: Offline, Incremental, and Decremental to Fully Dynamic Transformations COLT 2024
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis NIPS 2024
Metric Distortion with Elicited Pairwise Comparisons IJCAI 2024
Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms NIPS 2024
Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions NIPS 2024
Online Sampling and Decision Making with Low Entropy IJCAI 2024
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data NIPS 2024
Learning with Posterior Sampling for Revenue Management under Time-varying Demand IJCAI 2024
Local and Adaptive Mirror Descents in Extensive-Form Games NIPS 2024
Ensemble sampling for linear bandits: small ensembles suffice NIPS 2024