conftrace_

adaptive algorithm

114 papers

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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

Transfer Learning Meets Functional Linear Regression: No Negative Transfer Under Posterior Drift AAAI 2025
On the Power of Optimism in Constrained Online Convex Optimization IJCAI 2025
Adaptive Distributed Kernel Ridge Regression: A Feasible Distributed Learning Scheme for Data Silos JMLR 2025
Adaptive Keyframe Sampling for Long Video Understanding CVPR 2025
Optimistic Search: Change Point Estimation for Large-scale Data via Adaptive Logarithmic Queries JMLR 2024
Learning from Snapshots of Discrete and Continuous Data Streams NIPS 2024
Adaptive Quasi-Newton and Anderson Acceleration Framework with Explicit Global (Accelerated) Convergence Rates AISTATS 2024
AdaMerging: Adaptive Model Merging for Multi-Task Learning ICLR 2024
An Improved Algorithm for Learning Drifting Discrete Distributions AISTATS 2024
Local and Adaptive Mirror Descents in Extensive-Form Games NIPS 2024
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation ACL 2024
Optimal Clustering with Bandit Feedback JMLR 2024
Smoothness-Adaptive Dynamic Pricing with Nonparametric Demand Learning AISTATS 2024
Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions NIPS 2024
(ε, u)-Adaptive Regret Minimization in Heavy-Tailed Bandits COLT 2024
Conformal Inference for Online Prediction with Arbitrary Distribution Shifts JMLR 2024
Informative Path Planning with Limited Adaptivity AISTATS 2024
A Line-Search Descent Algorithm for Strict Saddle Functions with Complexity Guarantees JMLR 2023
Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release NIPS 2023
Combinatorial Group Testing with Selfish Agents NIPS 2023
Characterization of Overfitting in Robust Multiclass Classification NIPS 2023
ANACONDA: An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits AISTATS 2023
Adaptive IMLE for Few-shot Pretraining-free Generative Modelling ICML 2023
Representation with Incomplete Votes AAAI 2023
Faster Adaptive Federated Learning AAAI 2023