Online Algorithms

Adaptive Algorithms for Relaxed Pareto Set Identification NeurIPS 2023 Adaptive Regret for Control of Time-Varying Dynamics L4DC 2023 Adaptive Selective Sampling for Online Prediction with Experts NeurIPS 2023 Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm ICML 2023 Adversarial Attacks on Online Learning to Rank with Click Feedback NeurIPS 2023 Adversarial Contention Resolution Games IJCAI 2023 Adversarially Robust Distributed Count Tracking via Partial Differential Privacy NeurIPS 2023 Adversarial Resilience in Sequential Prediction via Abstention NeurIPS 2023 Advice Querying under Budget Constraint for Online Algorithms NeurIPS 2023 Aerial Vision-and-Dialog Navigation ACL 2023 A Formal Metareasoning Model of Concurrent Planning and Execution AAAI 2023 A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback ICML 2023 Allocating Divisible Resources on Arms with Unknown and Random Rewards COLT 2023 Alternation makes the adversary weaker in two-player games NeurIPS 2023 ANACONDA: An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits AISTATS 2023 An active learning framework for multi-group mean estimation NeurIPS 2023 A near-optimal high-probability swap-Regret upper bound for multi-agent bandits in unknown general-sum games UAI 2023 A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits JMLR 2023 An Exploration-by-Optimization Approach to Best of Both Worlds in Linear Bandits NeurIPS 2023 An Improved Algorithm for Online Min-Sum Set Cover AAAI 2023 An Improved Approximation Algorithm for Wage Determination and Online Task Allocation in Crowd-Sourcing AAAI 2023 An Improved Relaxation for Oracle-Efficient Adversarial Contextual Bandits NeurIPS 2023 An Information-Theoretic Analysis of Nonstationary Bandit Learning ICML 2023 Anytime Model Selection in Linear Bandits NeurIPS 2023 A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment NeurIPS 2023