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All publications by Chenlei Leng
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On the consistency theory of high dimensional variable screening
Xiangyu Wang, Chenlei Leng and David B. Dunson
Advances in Neural Information Processing Systems 28, 2015


Convex Optimization Procedure for Clustering: Theoretical Revisit
Changbo Zhu, Huan Xu, Chenlei Leng and Shuicheng Yan
Advances in Neural Information Processing Systems 27, 2014


Provable Subspace Clustering: When LRR meets SSC
Yu-xiang Wang, Huan Xu and Chenlei Leng
Advances in Neural Information Processing Systems 26, 2013


Gradient-based kernel method for feature extraction and variable selection
Kenji Fukumizu and Chenlei Leng
Advances in Neural Information Processing Systems 25, 2012


Robust Multi-task Regression with Grossly Corrupted Observations
Huan Xu and Chenlei Leng
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012