When Statistics Embraces A.I.

Purdue Department of Statistics

Xiao Wang, Professor of Statistics

Education

Teaching

Research

  • Machine Learning
  • Nonparametric Statistics
  • Big Data
  • Reliability

What's New

  • New paper! Feb. 2019, "D-CCA: A Decomposition-based Canonical Correlation Analysis for High-Dimensional Datasets" is accepted by Journal of the American Statistical Association
  • Congratulations! January 15th, 2019, Yao Chen's paper "Nonlinear Variable Selection via Deep Neural Networks" has been named the winner of the 2019 SLDS Student Paper Award
  • New Paper! September 5th, 2018, Yixi Xu's paper "Understanding Weight Normalized Deep Neural Networks with Rectified Linear Units" is accepted in Conference on Neural Information Processing Systems (NIPS) 2018
  • New Paper! September 5th, 2018, Yao Chen's paper "Classification of short single lead electrocardiograms (ECGs) for atrial fibrillation detection using piecewise linear spline and XGBoost" is accepted in Physiological Measurement