optimal algorithm

MGCBS: An Optimal and Efficient Algorithm for Solving Multi-Goal Multi-Agent Path Finding Problem IJCAI 2024 Optimal Makespan in a Minute Timespan! A Scalable Multi-Robot Goal Assignment Algorithm for Minimizing Mission Time AAAI 2024 A Novel Demand Response Model and Method for Peak Reduction in Smart Grids -- PowerTAC IJCAI 2023 Near-Optimal Algorithms for Gaussians with Huber Contamination: Mean Estimation and Linear Regression NeurIPS 2023 Posterior Tracking Algorithm for Classification Bandits AISTATS 2023 Sample Complexity for Quadratic Bandits: Hessian Dependent Bounds and Optimal Algorithms NeurIPS 2023 An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints AISTATS 2022 A Theory of PAC Learnability under Transformation Invariances NeurIPS 2022 Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022 Optimal Algorithms for Decentralized Stochastic Variational Inequalities NeurIPS 2022 The First Optimal Algorithm for Smooth and Strongly-Convex-Strongly-Concave Minimax Optimization NeurIPS 2022 Asymptotically Optimal Information-Directed Sampling COLT 2021 Lower Bounds and Optimal Algorithms for Smooth and Strongly Convex Decentralized Optimization Over Time-Varying Networks NeurIPS 2021 ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool NeurIPS 2020 Optimal and Practical Algorithms for Smooth and Strongly Convex Decentralized Optimization NeurIPS 2020 Optimal Posted-Price Mechanism in Microtask Crowdsourcing IJCAI 2017 An optimal algorithm for the Thresholding Bandit Problem ICML 2016 Anytime optimal algorithms in stochastic multi-armed bandits ICML 2016 Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm ICML 2016 On Top-k Selection in Multi-Armed Bandits and Hidden Bipartite Graphs NeurIPS 2015 Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem COLT 2015 Lipschitz Bandits: Regret Lower Bound and Optimal Algorithms COLT 2014 Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions NeurIPS 2013 Query Complexity of Derivative-Free Optimization NeurIPS 2012 Adapting to a Market Shock: Optimal Sequential Market-Making NeurIPS 2008