Lei, Jing

6 publications

MLJ 2025 De-Biased Two-Sample U-Statistics with Application to Conditional Distribution Testing Yuchen Chen, Jing Lei

DMLR 2024 Detecting Errors in a Numerical Response via Any Regression Model Hang Zhou, Jonas Mueller, Mayank Kumar, Jane-Ling Wang, Jing Lei

JMLR 2016 Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg

NeurIPS 2013 Fantope Projection and Selection: A Near-Optimal Convex Relaxation of Sparse PCA Vincent Q. Vu, Juhee Cho, Jing Lei, Karl Rohe

AISTATS 2012 Minimax Rates of Estimation for Sparse PCA in High Dimensions Vincent Vu, Jing Lei

NeurIPS 2011 Differentially Private M-Estimators Jing Lei