← Optimization
Mathematics & Optimization › Optimization ›

Online Algorithms

2190 directly classified papers

Papers per year

Papers

Queue Up Your Regrets: Achieving the Dynamic Capacity Region of Multiplayer Bandits NIPS 2022
PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits NIPS 2022
Learning to Identify Top Elo Ratings: A Dueling Bandits Approach AAAI 2022
Universal and Tight Online Algorithms for Generalized-Mean Welfare AAAI 2022
Sequential Blocked Matching AAAI 2022
Sample Complexity of Learning Heuristic Functions for Greedy-Best-First and A* Search NIPS 2022
An Experimental Design Approach for Regret Minimization in Logistic Bandits AAAI 2022
Equilibrium Finding in Normal-Form Games via Greedy Regret Minimization AAAI 2022
Fourier Learning with Cyclical Data ICML 2022
Dynamic Bandits with Temporal Structure IJCAI 2022
Multi-robot Task Allocation in the Environment with Functional Tasks IJCAI 2022
Learning to Control Linear Systems can be Hard COLT 2022
A Reliability-aware Distributed Framework to Schedule Residential Charging of Electric Vehicles IJCAI 2022
Sequential Vaccine Allocation with Delayed Feedback IJCAI 2022
Revisiting Online Submodular Minimization: Gap-Dependent Regret Bounds, Best of Both Worlds and Adversarial Robustness ICML 2022
Contextual Information-Directed Sampling ICML 2022
Projection-free Distributed Online Learning with Sublinear Communication Complexity JMLR 2022
Improved Pure Exploration in Linear Bandits with No-Regret Learning IJCAI 2022
Dynamic pricing and assortment under a contextual MNL demand NIPS 2022
Online Search with Best-Price and Query-Based Predictions AAAI 2022
Game Redesign in No-regret Game Playing IJCAI 2022
Fixed-Budget Best-Arm Identification in Structured Bandits IJCAI 2022
Mechanism Design with Predictions IJCAI 2022
Exact simulation of diffusion first exit times: algorithm acceleration JMLR 2022
Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit IJCAI 2022