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ORCIDJing Lei 0003
Person information
- affiliation: Carnegie Mellon University, Department of Statistics and Data Science, Pittsburgh, PA, USA
Other persons with the same name
- Jing Lei — disambiguation page
- Jing Lei 0001
![[0000-0002-5838-5826]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-5838-5826")
— National University of Defense Technology, Department of Communications Engineering, Changsha, China (and 2 more) - Jing Lei 0002 — North China Electric Power University, School of Energy, Power and Mechanical Engineering, Beijing, China (and 2 more)
- Jing Lei 0004 — Fuzhou University, College of Mathematics and Computer Science, College of Software, China
- Jing Lei 0005 — Rutgers University, Wireless Information Network Laboratory, WINLAB, Department of Electrical and Computer Engineering, USA (and 1 more)
- Jing Lei 0006 — University of Hong Kong, Department of Electrical and Electronic Engineering, Hong Kong (and 1 more)
- Jing Lei 0007 — Xidian University, State Key Lab of Integrated Service Networks, School of Telecommunications Engineering, Xi'an, Shaanxi, China
- Jing Lei 0008 — Michigan State University, Department of Electrical and Computer Engineering, East Lansing, MI, USA (and 1 more)
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Journal Articles
- 2021
[j3]Yixuan Qiu, Jiebiao Wang, Jing Lei, Kathryn Roeder:
Identification of cell-type-specific marker genes from co-expression patterns in tissue samples. Bioinform. 37(19): 3228-3234 (2021)- 2016
- [j2]Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg:
Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle. J. Mach. Learn. Res. 17: 183:1-183:40 (2016) - 2015
- [j1]Jing Lei, Alessandro Rinaldo, Larry A. Wasserman:
A conformal prediction approach to explore functional data. Ann. Math. Artif. Intell. 74(1-2): 29-43 (2015)
Conference and Workshop Papers
- 2016
- [c3]Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg:
On-Average KL-Privacy and Its Equivalence to Generalization for Max-Entropy Mechanisms. PSD 2016: 121-134 - 2013
- [c2]Vincent Q. Vu, Juhee Cho, Jing Lei, Karl Rohe:
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA. NIPS 2013: 2670-2678 - 2012
- [c1]Vincent Q. Vu, Jing Lei:
Minimax Rates of Estimation for Sparse PCA in High Dimensions. AISTATS 2012: 1278-1286
Informal and Other Publications
- 2019
- [i9]Yixuan Qiu, Jing Lei, Kathryn Roeder:
Gradient-based Sparse Principal Component Analysis with Extensions to Online Learning. CoRR abs/1911.08048 (2019) - 2016
- [i8]Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg:
A Minimax Theory for Adaptive Data Analysis. CoRR abs/1602.04287 (2016) - [i7]Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg:
On-Average KL-Privacy and its equivalence to Generalization for Max-Entropy Mechanisms. CoRR abs/1605.02277 (2016) - [i6]Mauricio Sadinle, Jing Lei, Larry A. Wasserman:
Least Ambiguous Set-Valued Classifiers with Bounded Error Levels. CoRR abs/1609.00451 (2016) - 2015
- [i5]Yu-Xiang Wang, Jing Lei, Stephen E. Fienberg:
Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle. CoRR abs/1502.06309 (2015) - 2013
- [i4]Jing Lei, Alessandro Rinaldo, Larry A. Wasserman:
A Conformal Prediction Approach to Explore Functional Data. CoRR abs/1302.6452 (2013) - 2012
- [i3]Vincent Q. Vu, Jing Lei:
Minimax Rates of Estimation for Sparse PCA in High Dimensions. CoRR abs/1202.0786 (2012) - [i2]Jing Lei, Larry A. Wasserman:
Distribution Free Prediction Bands. CoRR abs/1203.5422 (2012) - 2011
- [i1]Jing Lei, James M. Robins, Larry A. Wasserman:
Efficient Nonparametric Conformal Prediction Regions. CoRR abs/1111.1418 (2011)
Coauthor Index
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