Yu-Hu Yan

8 papers · 2021–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17)

Venues

AAAI (2) ICML (2) JMLR (2) NeurIPS (2)

Top co-authors

Peng Zhao (8) Zhi-Hua Zhou (7) Bo-Jian Hou (1) Jing Wang (1) Yu-Xiang Wang (1) Yu-Jie Zhang (1)

Research topics

Machine Learning (7) Mathematics & Optimization (7) Optimization (7) Optimization & Theory (6) Artificial Intelligence (2) Learning Types (2) Reinforcement Learning (1) Core AI (1) Learning Paradigms (1) Mathematics (1) Methods (1)

Keywords

online learning (5) gradient variation (2) online convex optimization (2) adversarial optimization (2) partial feedback (1) dynamic regret (1) manifold regularization (1) linear quadratic regulator (1) game theory (1) bandit feedback (1) non-stationary environment (1) regret bound (1) strongly convex function (1) online control (1) pre-trained model (1) regret minimization (1) transfer learning (1) non-stationary learning (1) switching cost (1) stochastic optimization (1)

Papers

A Simple and Optimal Approach for Universal Online Learning with Gradient Variations NeurIPS 2024 Handling Heterogeneous Curvatures in Bandit LQR Control ICML 2024 Fast Rates in Time-Varying Strongly Monotone Games ICML 2023 Non-stationary Online Learning with Memory and Non-stochastic Control JMLR 2023 Online Non-stochastic Control with Partial Feedback JMLR 2023 Universal Online Learning with Gradient Variations: A Multi-layer Online Ensemble Approach NeurIPS 2023 Storage Fit Learning with Feature Evolvable Streams AAAI 2021 Towards Enabling Learnware to Handle Unseen Jobs AAAI 2021