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Neural Computation|November 19, 2011
Nondegenerate piecewise linear systems: a finite Newton algorithm and applications in machine learningXiao-Tong Yuan, Shuicheng YanIEEE Transactions on Pattern Analysis and Machine Intelligence|October 19, 2013
Forward basis selection for pursuing sparse representations over a dictionaryXiao-Tong Yuan, Shuicheng YanIEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|June 28, 2012
Visual classification with multitask joint sparse representationXiao-Tong Yuan, Xiaobai Liu, Shuicheng YanIEEE Transactions on Pattern Analysis and Machine Intelligence|August 10, 2019
Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian ManifoldsPan Zhou, Xiao-Tong Yuan, Shuicheng Yan, et al.IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|October 15, 2014
Autogrouped sparse representation for visual analysisJiashi Feng, Xiao-Tong Yuan, Zilei Wang, et al.Neural Computation|September 14, 2012
Active subspace: toward scalable low-rank learningGuangcan Liu, Shuicheng YanIEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|May 19, 2009
Semi-supervised bilinear subspace learningDong Xu, Shuicheng YanIEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|April 20, 2016
Convex Sparse Spectral Clustering: Single-View to Multi-ViewCanyi Lu, Shuicheng Yan, Zhouchen LinIEEE Transactions on Neural Networks and Learning Systems|July 12, 2018
Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural NetworksSiavash Sakhavi, Cuntai Guan, Shuicheng YanIEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|October 16, 2008
Face recognition using spatially constrained earth mover's distanceDong Xu, Shuicheng Yan, Jiebo LuoPageof 16