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Invited Session IS093

Mathematical Foundations in AI
Character Name Affiliation Title
Organizer Qian Lin Tsinghua University
Chair Qian Lin Tsinghua University
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
实例更快的加速梯度下降算法
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
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