Efficient Nonparametric Conformal Prediction Regions - Jing Lei 003; James M. Robins; Larry A. Wasserman (CoRR, 2011)

Distribution Free Prediction Bands - Jing Lei 003; Larry A. Wasserman (CoRR, 2012)

Minimax Rates of Estimation for Sparse PCA in High Dimensions. - Vincent Q. Vu; Jing Lei 003 (AISTATS, 2012)

Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA. - Vincent Q. Vu; Juhee Cho; Jing Lei 003; Karl Rohe (NIPS, 2013)

A conformal prediction approach to explore functional data. - Jing Lei 003; Alessandro Rinaldo; Larry A. Wasserman (Ann. Math. Artif. Intell., 2015)

On-Average KL-Privacy and Its Equivalence to Generalization for Max-Entropy Mechanisms. - Yu-Xiang Wang 003; Jing Lei 003; Stephen E. Fienberg (PSD, 2016)

Least Ambiguous Set-Valued Classifiers with Bounded Error Levels. - Mauricio Sadinle; Jing Lei 003; Larry A. Wasserman (CoRR, 2016)

A Minimax Theory for Adaptive Data Analysis. - Yu-Xiang Wang 003; Jing Lei 003; Stephen E. Fienberg (CoRR, 2016)

Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle. - Yu-Xiang Wang 003; Jing Lei 003; Stephen E. Fienberg (J. Mach. Learn. Res., 2016)

Gradient-based Sparse Principal Component Analysis with Extensions to Online Learning. - Yixuan Qiu; Jing Lei 003; Kathryn Roeder (CoRR, 2019)

Identification of cell-type-specific marker genes from co-expression patterns in tissue samples. - Yixuan Qiu; Jiebiao Wang; Jing Lei 003; Kathryn Roeder (Bioinform., 2021)