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Jun Liu
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SLEP: Sparse learning with efficient projections
J Liu, S Ji, J Ye
Arizona State University, 2009
741*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
7112009
Face liveness detection from a single image with sparse low rank bilinear discriminative model
X Tan, Y Li, J Liu, L Jiang
European Conference on Computer Vision, 504-517, 2010
5502010
A multi-task learning formulation for predicting disease progression
J Zhou, L Yuan, J Liu, J Ye
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
2342011
Making FLDA applicable to face recognition with one sample per person
S Chen, J Liu, ZH Zhou
Pattern recognition 37 (7), 1553-1555, 2004
2342004
Efficient methods for overlapping group lasso
L Yuan, J Liu, J Ye
Advances in neural information processing systems 24, 352-360, 2011
2092011
Large-scale sparse logistic regression
J Liu, J Chen, J Ye
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
1982009
Modeling disease progression via multi-task learning
J Zhou, J Liu, VA Narayan, J Ye, ...
NeuroImage 78, 233-248, 2013
1872013
Modeling disease progression via fused sparse group lasso
J Zhou, J Liu, VA Narayan, J Ye
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1862012
An efficient algorithm for a class of fused lasso problems
J Liu, L Yuan, J Ye
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
1812010
Moreau-Yosida regularization for grouped tree structure learning
J Liu, J Ye
Advances in neural information processing systems 23, 1459-1467, 2010
1772010
A Convex Formulation for Learning a Shared Predictive Structure from Multiple Tasks
J Chen, L Tang, J Liu, J Ye
IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (5), 1025 …, 2013
1722013
A convex formulation for learning shared structures from multiple tasks
J Chen, L Tang, J Liu, J Ye
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
172*2009
Efficient Euclidean projections in linear time
J Liu, J Ye
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
1552009
Efficient l1/lq norm regularization
J Liu, J Ye
arXiv preprint arXiv:1009.4766, 2010
1182010
Face recognition under occlusions and variant expressions with partial similarity
X Tan, S Chen, ZH Zhou, J Liu
IEEE Transactions on information forensics and security 4 (2), 217-230, 2009
1042009
Sparse methods for biomedical data
J Ye, J Liu
ACM SIGKDD Explorations Newsletter 14 (1), 4-15, 2012
952012
Semi-random subspace method for face recognition
Y Zhu, J Liu, S Chen
Image and Vision Computing 27 (9), 1358-1370, 2009
872009
Learning brain connectivity of Alzheimer's disease from neuroimaging data
S Huang, J Li, L Sun, J Liu, T Wu, K Chen, A Fleisher, E Reiman, J Ye
Advances in Neural Information Processing Systems 22, 808-816, 2009
862009
Sparse non-negative tensor factorization using columnwise coordinate descent
J Liu, J Liu, P Wonka, J Ye
Pattern Recognition 45 (1), 649-656, 2012
822012
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