Research

2017

• Big Data Modeling to Predict Platelet Usage and Minimize Wastage in a Tertiary Care System
  Leying Guan, Xiaoying Tian, Saurabh Gombar, Allison J. Zemek, Gomathi Krishnan, Robert Scott, Balasubramanian Narasimhan, Robert J. Tibshirani, Tho D. Pham
  Proceedings of the National Academy of Sciences, October 24, 2017. 114 (43) 11368-11373

• Why adaptively collected data have negative bias and how to correct for it
  Xinkun Nie, Xiaoying Tian, Jonathan Taylor, James Zou
  Best Paper Award at ICML Workshop in Picky Learners: Choosing Alternative Ways to Process Data, 2017
  Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS), 2018

2016

• Prediction error after model search
  Xiaoying Tian
  Annals of Statistics, to appear

• Selective sampling after solving a convex problem
  Xiaoying Tian, Snigdha Panigrahi, Jelena Markovic, Nan Bi, Jonathan Taylor
  

• MAGIC: a general, powerful and tractable method for selective inference
  Xiaoying Tian, Nan Bi, Jonathan Taylor
  

2015

• Selective inference with a randomized response
  Xiaoying Tian, Jonathan E. Taylor
  Annals of Statistics, Volume 46, Number 2 (2018), 679-710.

• Asymptotics of selective inference
  Xiaoying Tian, Jonathan Taylor
  Scandinavian Journal of Statistics, Volume44, Issue2, June 2017, Pages 480-499

• Selective inference with unknown variance via the square-root LASSO
  Xiaoying Tian, Joshua R. Loftus, Jonathan E. Taylor
  Biometrika, Volume 105, Issue 4, 1 December 2018, Pages 755–768

2014

• Achieving modulated oscillations by feedback control
  Tian Ge, Xiaoying Tian, Jürgen Kurths, Jianfeng Feng, and Wei Lin
  Physical Review E