Invited Session IV093
Mathematical Foundations in AI |
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Character | Name | Affiliation | Title |
Organizer | Qian Lin | Tsinghua University | |
Chair | |||
Speaker | Pengkun Yang | Tsinghua University | Two phases of scaling laws for nearest neighbor classifiers |
Speaker | Cong Fang | Peking University | Accelerated Gradient Algorithms with Adaptive Subspace Search for Instance-Faster Optimization |
Speaker | Wenjia Wang | Hong Kong University of Science and Technology (Guangzhou) | Constrained Policy Optimization with Explicit Behavior Density for Offline Reinforcement Learning |
Speaker | Yong Liu | Renmin University of China | Understanding the In-Context Learning Capabilities of Large Language Models |