Jianhui Chen
Jianhui Chen
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Malsar: Multi-task learning via structural regularization
J Zhou, J Chen, J Ye
Arizona State University 21, 1-50, 2011
Clustered multi-task learning via alternating structure optimization
J Zhou, J Chen, J Ye
Advances in neural information processing systems 24, 2011
Integrating low-rank and group-sparse structures for robust multi-task learning
J Chen, J Zhou, J Ye
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
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
Large-scale sparse logistic regression
J Liu, J Chen, J Ye
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
Learning incoherent sparse and low-rank patterns from multiple tasks
J Chen, J Liu, J Ye
ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (4), 1-31, 2012
Ranking relevance in yahoo search
D Yin, Y Hu, J Tang, T Daly, M Zhou, H Ouyang, J Chen, C Kang, H Deng, ...
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
Multi-class Discriminant Kernel Learning via Convex Programming.
J Ye, S Ji, J Chen
Journal of Machine Learning Research 9 (4), 2008
Integrating global and local structures: A least squares framework for dimensionality reduction
J Chen, J Ye, Q Li
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
Efficient recovery of jointly sparse vectors
L Sun, J Liu, J Chen, J Ye
Advances in Neural Information Processing Systems 22, 2009
Nonlinear adaptive distance metric learning for clustering
J Chen, Z Zhao, J Ye, H Liu
Proccedings of the 13th ACM KDD, 123-132, 2007
Training SVM with indefinite kernels
J Chen, J Ye
Proceedings of the 25th international conference on Machine learning, 136-143, 2008
Link prediction across aligned networks with sparse and low rank matrix estimation
J Zhang, J Chen, S Zhi, Y Chang, SY Philip, J Han
2017 IEEE 33rd International Conference on Data Engineering (ICDE), 971-982, 2017
On Multiple Kernel Learning with Multiple Labels.
L Tang, J Chen, J Ye
IJCAI, 1255-1260, 2009
Classification of Drosophila embryonic developmental stage range based on gene expression pattern images
J Ye, J Chen, Q Li, S Kumar
Computational Systems Bioinformatics, 293-298, 2006
Discriminant kernel and regularization parameter learning via semidefinite programming
J Ye, J Chen, S Ji
Proceedings of the 24th International Conference on Machine Learning, 1095-1102, 2007
Convex factorization machine for toxicogenomics prediction
M Yamada, W Lian, A Goyal, J Chen, K Wimalawarne, SA Khan, S Kaski, ...
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
Exploiting task-feature co-clusters in multi-task learning
L Xu, A Huang, J Chen, E Chen
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
A framework of online learning with imbalanced streaming data
Y Yan, T Yang, Y Yang, J Chen
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
Link prediction with cardinality constraint
J Zhang, J Chen, J Zhu, Y Chang, PS Yu
Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017
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