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All publications by Jianhui Chen
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Clustered Multi-Task Learning Via Alternating Structure Optimization
Jiayu Zhou, Jianhui Chen and Jieping Ye
Advances in Neural Information Processing Systems 24, 2011


A convex formulation for learning shared structures from multiple tasks
Jianhui Chen, Lei Tang, Jun Liu and Jieping Ye
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Efficient Recovery of Jointly Sparse Vectors
Liang Sun, Jun Liu, Jianhui Chen and Jieping Ye
Advances in Neural Information Processing Systems 22, 2009


Multi-class Discriminant Kernel Learning via Convex Programming
Jieping Ye, Shuiwang Ji and Jianhui Chen
Journal of Machine Learning Research, 2008


Training SVM with indefinite kernels
Jianhui Chen and Jieping Ye
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Discriminant kernel and regularization parameter learning via semidefinite programming
Jieping Ye, Jianhui Chen and Shuiwang Ji
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007