Online Program Home
My Program

CC = Vancouver Convention Centre   F = Fairmont Waterfront Vancouver
* = applied session       ! = JSM meeting theme

Activity Details

487 Wed, 8/1/2018, 8:30 AM - 10:20 AM CC-West 217
Neural Networks, Deep Learning, and RKHS — Contributed Papers
Section on Statistical Learning and Data Science
Chair(s): Hokwon Cho, University of Nevada, Las Vegas
8:35 AM Reproducing Kernels for Pairwise Learning

Xin Guo, The Hong Kong Polytechnic University; Ting Hu, Wuhan University; Qiang Wu, Middle Tennessee State University; Ding-Xuan Zhou, City University of Hong Kong
9:05 AM Folded Concave Penalized Estimation of Conditional Copula Graphical Models with Application to Microbial Networks

Bingyuan Liu, Pennsylvania State University; Lingzhou Xue, Penn State University and National Institute of Statistical Sciences
9:20 AM Deep Learning in Medical Imaging: Evaluation and Study Design

Robyn Ball, Stanford University; David Larson, Stanford University; Pranav Rajpurkar, Stanford University; Matthew Chen, Nines AI; Jeremy Irvin, Stanford University; Jaden Yang, Stanford University; Matthew P Lungren, Stanford University
9:35 AM Heterogeneous Treatment Effect Estimation through Deep Learning

Ran Chen, Wharton; Hanzhong Liu, Center for Statistical Science, Tsinghua University
9:50 AM A Simulation Study on the Performance of Deep Learning Methods for Multi-Category Classification
Dawei Liu, Biogen; Ih Chang, Biogen
10:05 AM Neural Network with Spline Smoothing and Its Applications to Genetics

Pei Geng, Illinois State University; Shan Zhang, Michigan State University; Qing Lu, Michigan State University