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 Zhou , Xiang Zhou 		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