Hao (Henry) Zhou

Hao Zhou 

Department of Statistics
University of Wisconsin - Madison
1220 Medical Sciences Center, 1300 University Ave
Madison, WI 53706

E-mail: hzhou [AT] stat [DOT] wisc [DOT] edu

About Me

I am currently a third year Ph.D. student. I work on statistical machine learning. My current research interests include datasets harmonization (DA/TL/MTL), vector time series, causal graphical models, generative adversarial networks and (non)convex-optimization. I'm also interested in statistical applications to computer vision, neuroscience, etc.

Publications

  1. Hao Zhou, Yilin Zhang, Vamsi Ithapu, Sterling Johnson, Grace Wahba, Vikas Singh. "When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, l2-consistency and Neuroscience Applications", Accepted by International Conference on Machine Learning(ICML), 2017.[pre-camera-ready version][supp]

  2. Hao Zhou, Sathya Ravi, Vamsi Ithapu, Sterling Johnson, Grace Wahba, Vikas Singh. "Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease", In Neural Information Processing Systems(NIPS), 2016.[pdf][supp][Github code][ppt]

Skills

Python, R, Matlab, C++, Java, Latex

Awards

Collaborators (alphabetical order)

Sterling C Johnson (UW-Madison),

Vikas Singh (UW-Madison)