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Jing Lei
Jing Lei
andrew.cmu.edu의 이메일 확인됨 - 홈페이지
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Synaptic, transcriptional and chromatin genes disrupted in autism
S De Rubeis, X He, AP Goldberg, CS Poultney, K Samocha, ...
Nature 515 (7526), 209-215, 2014
22922014
Coexpression networks implicate human midfetal deep cortical projection neurons in the pathogenesis of autism
AJ Willsey, SJ Sanders, M Li, S Dong, AT Tebbenkamp, RA Muhle, ...
Cell 155 (5), 997-1007, 2013
8342013
Differential privacy and robust statistics
C Dwork, J Lei
Proceedings of the 41st annual ACM symposium on Theory of computing, 371-380, 2009
7112009
Consistency of Spectral Clustering in Stochastic Block Models
J Lei, A Rinaldo
Annals of Statistics 43 (1), 215-237, 2013
5642013
Distribution-free predictive inference for regression
J Lei, M G’Sell, A Rinaldo, RJ Tibshirani, L Wasserman
Journal of the American Statistical Association 113 (523), 1094-1111, 2018
4462018
Learning with differential privacy: stability, learnability and the sufficiency and necessity of ERM principle
YX Wang, J Lei, SE Fienberg
Journal of Machine Learning Research 17 (183), 1-40, 2016
339*2016
The autism-associated chromatin modifier CHD8 regulates other autism risk genes during human neurodevelopment
J Cotney, RA Muhle, SJ Sanders, L Liu, AJ Willsey, W Niu, W Liu, L Klei, ...
Nature communications 6 (1), 1-11, 2015
3062015
Minimax Sparse Principal Subspace Estimation in High Dimensions
VQ Vu, J Lei
Annals of Statistics 41 (6), 2905-2947, 2012
1912012
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA
VQ Vu, J Cho, J Lei, K Rohe
Advances in Neural Information Processing Systems, 2670-2678, 2013
1772013
A goodness-of-fit test for stochastic block models
J Lei
The Annals of Statistics 44 (1), 401-424, 2016
1712016
Distribution‐free prediction bands for non‐parametric regression
J Lei, L Wasserman
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2014
1672014
Network cross-validation for determining the number of communities in network data
K Chen, J Lei
Journal of the American Statistical Association 113 (521), 241-251, 2018
1652018
Distribution-Free Prediction Sets
J Lei, J Robins, L Wasserman
Journal of the American Statistical Association 108 (501), 278-287, 2013
1452013
Minimax rates of estimation for sparse pca in high dimensions
VQ Vu, J Lei
15th International Conference on Artificial Intelligence and Statistics …, 2012
1432012
Differentially private m-estimators
J Lei
Advances in Neural Information Processing Systems, 361-369, 2011
1322011
DAWN: A framework to identify autism genes and subnetworks using gene expression and genetics
L Liu, J Lei, SJ Sanders, AJ Willsey, Y Kou, AE Cicek, L Klei, C Lu, X He, ...
Molecular Autism 5 (1), 22, 2014
1292014
A moment matching ensemble filter for nonlinear non-Gaussian data assimilation
J Lei, P Bickel
Monthly Weather Review 139 (12), 3964-3973, 2011
94*2011
Least ambiguous set-valued classifiers with bounded error levels
M Sadinle, J Lei, L Wasserman
Journal of the American Statistical Association 114 (525), 223-234, 2018
892018
Convergence and concentration of empirical measures under Wasserstein distance in unbounded functional spaces
J Lei
Bernoulli 26 (1), 767-798, 2020
862020
Classification with confidence
J Lei
Biometrika 101 (4), 755-769, 2014
862014
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