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

Towards provably performant congestion control NSDI 2024
Tight Rates for Bandit Control Beyond Quadratics NIPS 2024
Contextual Decision-Making with Knapsacks Beyond the Worst Case NIPS 2024
Piecewise-Stationary Bandits with Knapsacks NIPS 2024
Towards Fairness in Online Service with K Servers and Its Application on Fair Food Delivery AAAI 2024
Dynamic Budget Throttling in Repeated Second-Price Auctions AAAI 2024
Online Submodular Maximization via Adaptive Thresholds IJCAI 2024
Horus: Granular In-Network Task Scheduler for Cloud Datacenters NSDI 2024
Bridging the Gap between General and Down-Closed Convex Sets in Submodular Maximization IJCAI 2024
Optimal Top-Two Method for Best Arm Identification and Fluid Analysis NIPS 2024
An Online Bootstrap for Time Series AISTATS 2024
Lookback Prophet Inequalities NIPS 2024
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs NIPS 2024
Improved Approximation of Weighted MMS Fairness for Indivisible Chores IJCAI 2024
Online Classification with Predictions NIPS 2024
Near-optimal Per-Action Regret Bounds for Sleeping Bandits AISTATS 2024
Improved Bandits in Many-to-One Matching Markets with Incentive Compatibility AAAI 2024
Near-Optimal Policy Optimization for Correlated Equilibrium in General-Sum Markov Games AISTATS 2024
Restless bandits with rewards generated by a linear Gaussian dynamical system L4DC 2024
No-Regret M${}^{\natural}$-Concave Function Maximization: Stochastic Bandit Algorithms and NP-Hardness of Adversarial Full-Information Setting NIPS 2024
The Predicted-Updates Dynamic Model: Offline, Incremental, and Decremental to Fully Dynamic Transformations COLT 2024
Efficient Online Crowdsourcing with Complex Annotations AAAI 2024
Regret Analysis of Bilateral Trade with a Smoothed Adversary JMLR 2024
Learning with Posterior Sampling for Revenue Management under Time-varying Demand IJCAI 2024
Online Sampling and Decision Making with Low Entropy IJCAI 2024