Jieping Ye
TitleCited byYear
Tensor completion for estimating missing values in visual data
J Liu, P Musialski, P Wonka, J Ye
IEEE transactions on pattern analysis and machine intelligence 35 (1), 208-220, 2012
8682012
Two-dimensional linear discriminant analysis
J Ye, R Janardan, Q Li
Advances in Neural Information Processing Systems 17, 1569-1576, 2004
6672004
SLEP: Sparse learning with efficient projections
J Liu, S Ji, J Ye
Arizona State University 6 (491), 7, 2009
618*2009
Multi-task feature learning via efficient l 2, 1-norm minimization
J Liu, S Ji, J Ye
Proceedings of the twenty-fifth conference on uncertainty in artificial …, 2009
5602009
Generalized low rank approximations of matrices
J Ye
Machine Learning 61 (1-3), 167-191, 2005
4732005
An accelerated gradient method for trace norm minimization
S Ji, J Ye
Proceedings of the 26th annual international conference on machine learning …, 2009
4632009
Fast and accurate matrix completion via truncated nuclear norm regularization
Y Hu, D Zhang, J Ye, X Li, X He
IEEE transactions on pattern analysis and machine intelligence 35 (9), 2117-2130, 2012
3582012
Characterization of a family of algorithms for generalized discriminant analysis on undersampled problems
J Ye
Journal of Machine Learning Research 6 (Apr), 483-502, 2005
3402005
A two-stage linear discriminant analysis via QR-decomposition
J Ye, Q Li
IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (6), 929-941, 2005
2962005
An optimization criterion for generalized discriminant analysis on undersampled problems
J Ye, R Janardan, CH Park, H Park
IEEE Transactions on Pattern Analysis and Machine Intelligence 26 (8), 982-994, 2004
2842004
Canonical correlation analysis for multilabel classification: A least-squares formulation, extensions, and analysis
L Sun, S Ji, J Ye
IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (1), 194-200, 2010
2502010
Malsar: Multi-task learning via structural regularization
J Zhou, J Chen, J Ye
Arizona State University 21, 2011
2452011
On similarity preserving feature selection
Z Zhao, L Wang, H Liu, J Ye
IEEE Transactions on Knowledge and Data Engineering 25 (3), 619-632, 2011
2422011
Least squares linear discriminant analysis
J Ye
Proceedings of the 24th international conference on Machine learning, 1087-1093, 2007
2402007
Learning brain connectivity of Alzheimer's disease by sparse inverse covariance estimation
S Huang, J Li, L Sun, J Ye, A Fleisher, T Wu, K Chen, E Reiman, ...
NeuroImage 50 (3), 935-949, 2010
2182010
Hypergraph spectral learning for multi-label classification
L Sun, S Ji, J Ye
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
2172008
Robust multi-task feature learning
P Gong, J Ye, C Zhang
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
2122012
Clustered multi-task learning via alternating structure optimization
J Zhou, J Chen, J Ye
Advances in neural information processing systems, 702-710, 2011
2042011
Extracting shared subspace for multi-label classification
S Ji, L Tang, S Yu, J Ye
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
2042008
Using uncorrelated discriminant analysis for tissue classification with gene expression data
J Ye, T Li, T Xiong, R Janardan
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB) 1 …, 2004
2022004
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Articles 1–20