conftrace_

adaptive algorithm

114 papers

Explore in graph

Co-occurring keywords

online learning (1777) regret bound (1926) stochastic optimization (1060) multi-armed bandit (1098) online algorithm (445) gradient descent (1144) sample complexity (1169) convex optimization (1321) convergence rate (607) regret minimization (315)

Papers

Online Adaptive Policy Selection in Time-Varying Systems: No-Regret via Contractive Perturbations NIPS 2023
Minimizing Dynamic Regret on Geodesic Metric Spaces COLT 2023
An Adaptive Algorithm for Learning with Unknown Distribution Drift NIPS 2023
Combinatorial Group Testing with Selfish Agents NIPS 2023
Faster Adaptive Federated Learning AAAI 2023
Representation with Incomplete Votes AAAI 2023
Adaptivity Complexity for Causal Graph Discovery UAI 2023
Online Control of the False Discovery Rate under "Decision Deadlines" AISTATS 2022
Learning Rates as a Function of Batch Size: A Random Matrix Theory Approach to Neural Network Training JMLR 2022
Faster Rates, Adaptive Algorithms, and Finite-Time Bounds for Linear Composition Optimization and Gradient TD Learning AISTATS 2022
Optimistic Tree Searches for Combinatorial Black-Box Optimization NIPS 2022
Adversarial Tracking Control via Strongly Adaptive Online Learning with Memory AISTATS 2022
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization NIPS 2022
Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence AAAI 2022
Multi-Objective Deep Learning with Adaptive Reference Vectors NIPS 2022
Adaptively Exploiting d-Separators with Causal Bandits NIPS 2022
Asymptotic Study of Stochastic Adaptive Algorithms in Non-convex Landscape JMLR 2022
Better Bounds on the Adaptivity Gap of Influence Maximization under Full-adoption Feedback AAAI 2021
Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits AISTATS 2021
DriftSurf: Stable-State / Reactive-State Learning under Concept Drift ICML 2021
The Power of Adaptivity for Stochastic Submodular Cover ICML 2021
Adaptive Algorithms for Multi-armed Bandit with Composite and Anonymous Feedback AAAI 2021
Variance-dependent best arm identification UAI 2021
Adapting to function difficulty and growth conditions in private optimization NIPS 2021
Convergence of adaptive algorithms for constrained weakly convex optimization NIPS 2021