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The AIMS Conference Series
Parallel Session 9 :: Wednesday, 12/18, 8:00-10:00
Special Session 78
Special Session on Mathematics of Data Science and Applications
Organizer(s): Ding-Xuan , Xiang
Capital Suite 6
8:00-8:30
Yunwen Lei (The University of Hong Kong, Peoples Rep of China)
Stochastic Gradient Methods: Bias, Stability and Generalization
8:30-9:00
Shuyang Ling (NYU Shanghai, Peoples Rep of China)
Beyond Unconstrained Features: Neural Collapse for Shallow Neural Networks with General Data
9:00-9:30
Tao Luo (Shanghai Jiao Tong University, Peoples Rep of China)
The Theory of Parameter Condensation in Neural Networks
9:30-10:00
JIA CAI (Guangdong University of Finance and Economics, Peoples Rep of China)
Enhanced Efficient Heterogeneous Graph Neural Networks