Legend: CC = Colorado Convention Center H = Hyatt Regency Denver at Colorado Convention Center
Activity Details
141 * !
Mon, 7/29/2019,
10:30 AM -
12:20 PM
CC-607
Statistical Understanding of Deep Learning — Invited Papers
Section on Statistical Learning and Data Science , International Chinese Statistical Association
Organizer(s): Will Wei Sun, Purdue University
Chair(s): Will Wei Sun, Purdue University
10:35 AM
Stein Neural Sampler
Guang Cheng, Purdue Statistics ; Tianyang Hu, Purdue Statistics; Zixiang Chen, Tsinghua Statistics; Hanxi Sun, Purdue Statistics; Jincheng Bai, Purdue Statistics; Mao Ye, Purdue Statistics
11:00 AM
ALMOND: Adaptive Latent Modeling and Optimization via Neural Networks and Langevin Diffusion
Xiao Wang, Purdue University ; Yixuan Qiu, Carnegie Mellon University
11:25 AM
Some Statistical Insights into Deep Learning
Hao Wu, University of Southern California ; Yingying Fan, University of Southern California; Jinchi Lv, University of Southern California
11:50 AM
Data-Dependent Regularization and Generalization Bounds of Deep Neural Networks
Tengyu Ma, Stanford University
12:15 PM
Floor Discussion
