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CC = Colorado Convention Center   H = Hyatt Regency Denver at Colorado Convention Center
* = applied session       ! = JSM meeting theme

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