adaptive algorithm

Better Bounds on the Adaptivity Gap of Influence Maximization under Full-adoption Feedback AAAI 2021 Convergence of adaptive algorithms for constrained weakly convex optimization NeurIPS 2021 DriftSurf: Stable-State / Reactive-State Learning under Concept Drift ICML 2021 Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits AISTATS 2021 The Power of Adaptivity for Stochastic Submodular Cover ICML 2021 Variance-dependent best arm identification UAI 2021 Adaptive Greedy versus Non-Adaptive Greedy for Influence Maximization AAAI 2020 Adaptive Online Estimation of Piecewise Polynomial Trends NeurIPS 2020 A General System of Differential Equations to Model First-Order Adaptive Algorithms JMLR 2020 An adaptive stochastic optimization algorithm for resource allocation ALT 2020 Familywise Error Rate Control by Interactive Unmasking ICML 2020 Learning What to Defer for Maximum Independent Sets ICML 2020 On Regret with Multiple Best Arms NeurIPS 2020 The FAST Algorithm for Submodular Maximization ICML 2020 Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes COLT 2019 ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls NeurIPS 2019 An adaptive nearest neighbor rule for classification NeurIPS 2019 A New Perspective on Pool-Based Active Classification and False-Discovery Control NeurIPS 2019 Anytime Online-to-Batch, Optimism and Acceleration ICML 2019 A Universal Algorithm for Variational Inequalities Adaptive to Smoothness and Noise COLT 2019 Classification with unknown class-conditional label noise on non-compact feature spaces COLT 2019 Contextual bandits with continuous actions: Smoothing, zooming, and adapting COLT 2019 Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm IJCAI 2019 Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning NeurIPS 2019 Lipschitz Adaptivity with Multiple Learning Rates in Online Learning COLT 2019