Special Session 122: Understanding the Learning of Deep Networks: Expressivity, Optimization, and Generalization
Organizer(s): Shijun Zhang , Feng-Lei Fan , Juncai He

Parallel Session 17 :: Friday, 12/20, 8:00-9:30                  Conference Hall B (C)
8:00-8:30	Jun Fan (Hong Kong Baptist University, Hong Kong)  Functional neural network on infinite-dimensional data

9:00-9:30

Yunwen Lei (The University of Hong Kong, Peoples Rep of China)  Optimization and Generalization of Gradient Descent for Shallow ReLU Networks

Parallel Session 18 :: Friday, 12/20, 14:00-16:00                  Conference Hall B (C)
14:00-14:30	Gen Li (The Chinese University of Hong Kong, Hong Kong)  Faster Convergence and Acceleration for Diffusion-Based Generative Models

14:30-15:00

Juncai He (The King Abdullah University of Science and Technology, Saudi Arabia)  On the Expressivity of Neural Networks and Its Applications

15:30-16:00

Shijun Zhang (The Hong Kong Polytechnic University, Hong Kong)  Overcoming High-Frequency Challenges: From Shallow to Multi-layer Neural Networks