University of Pennsylvania
Email: shuxiaoc [@] wharton [DOT] upenn [DOT] edu
About me
I am a third-year Ph.D. student in statistics at the Wharton School, advised by Prof. Zongming Ma. I am also fortunate to be able to work closely with Prof. Edgar Dobriban and Prof. Weijie Su. I received my bachelor’s degree from Cornell University, where I worked with Prof. Jacob Bien, who guided me to full-fledged statistics research.
Research interest
My current research interests are:
- Learning from multiple data sources, e.g., multi-task learning and integrative data analysis;
- {Causal inference} $\cap$ {Machine learning};
Selected recent work
Estimating and Improving Dynamic Treatment Regimes With a Time-Varying Instrumental Variable
Shuxiao Chen and Bo Zhang. 2021.
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks
Shuxiao Chen, Sifan Liu, and Zongming Ma. 2020.
A Group-Theoretic Framework for Data Augmentation
Shuxiao Chen, Edgar Dobriban, and Jane H. Lee.
Journal of Machine Learning Research, 2020.
* Preliminary version accepted to NeurIPS 2020 as oral presentation.