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 Approval Committee Elections IJCAI 2022
Follow-the-Regularized-Leader Routes to Chaos in Routing Games ICML 2021
Leveraging Good Representations in Linear Contextual Bandits ICML 2021
Online Submodular Resource Allocation with Applications to Rebalancing Shared Mobility Systems ICML 2021
Black-Box Control for Linear Dynamical Systems COLT 2021
Asynchronous Distributed Learning : Adapting to Gradient Delays without Prior Knowledge ICML 2021
Competitive Analysis for Two-Level Ski-Rental Problem AAAI 2021
Online Non-Monotone DR-Submodular Maximization AAAI 2021
Online Blind Audio Source Separation Using Recursive Expectation-Maximization INTERSPEECH 2021
Adaptive Discretization for Adversarial Lipschitz Bandits COLT 2021
Regulating Greed Over Time in Multi-Armed Bandits JMLR 2021
Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021
Online Unrelated Machine Load Balancing with Predictions Revisited ICML 2021
Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds NIPS 2021
From Low Probability to High Confidence in Stochastic Convex Optimization JMLR 2021
A Parameter-Free Algorithm for Misspecified Linear Contextual Bandits AISTATS 2021
A Regression Approach to Learning-Augmented Online Algorithms NIPS 2021
Online Market Equilibrium with Application to Fair Division NIPS 2021
Top-k eXtreme Contextual Bandits with Arm Hierarchy ICML 2021
Online A-Optimal Design and Active Linear Regression ICML 2021
Online Risk-Averse Submodular Maximization IJCAI 2021
Non-Parametric Stochastic Sequential Assignment With Random Arrival Times IJCAI 2021
Online Posted Pricing with Unknown Time-Discounted Valuations AAAI 2021
Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback AAAI 2021
Robust Online Correlation Clustering NIPS 2021