Shange Tang


I am a second year Ph.D. student in the Department of Operations Research and Financial Engineering at Princeton University under the supervision of Professor Jianqing Fan and Professor Chi Jin. Before coming to Princeton, I received my bachelor's degree from School of Mathematical Sciences at Peking University in 2021.
I am interested in statistics and machine learning.
E-mail: shangetang [@] princeton [DOT] edu


My research interests include

  • Unsupervised Pretraining

  • Transfer Learning

  • Domain Adaptation

Recent Publications

  1. Jiawei Ge, Shange Tang, Jianqing Fan, Chi Jin, "On the Provable Advantage of Unsupervised Pretraining. ", arXiv preprint arXiv:2303.01566 (2023). [arXiv]

  2. Jiawei Ge, Shange Tang, Jianqing Fan, Cong Ma, Chi Jin, "Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift. ", arXiv preprint arXiv:2311.15961 (2023). [arXiv]