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All publications by Shuicheng Yan
authors venues years



Robust Logistic Regression and Classification
Jiashi Feng, Huan Xu, Shie Mannor and Shuicheng Yan
Advances in Neural Information Processing Systems 27, 2014


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


On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification
Yingzhen Yang, Feng Liang, Shuicheng Yan, Zhangyang Wang and Thomas S. Huang
Advances in Neural Information Processing Systems 27, 2014


Online PCA for Contaminated Data
Jiashi Feng, Huan Xu, Shie Mannor and Shuicheng Yan
Advances in Neural Information Processing Systems 26, 2013


Online Robust PCA via Stochastic Optimization
Jiashi Feng, Huan Xu and Shuicheng Yan
Advances in Neural Information Processing Systems 26, 2013


Super-Bit Locality-Sensitive Hashing
Jianqiu Ji, Jianmin Li, Shuicheng Yan, Bo Zhang and Qi Tian
Advances in Neural Information Processing Systems 25, 2012


Robust PCA in High-dimension: A Deterministic Approach
Jiashi Feng, Huan Xu and Shuicheng Yan
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Forward Basis Selection for Sparse Approximation over Dictionary
Xiaotong Yuan and Shuicheng Yan
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation
Guangcan Liu, Huan Xu and Shuicheng Yan
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems
Xiaotong Yuan and Shuicheng Yan
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Robust Graph Mode Seeking by Graph Shift
Hairong Liu and Shuicheng Yan
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Robust Clustering as Ensembles of Affinity Relations
Hairong Liu, Longin J. Latecki and Shuicheng Yan
Advances in Neural Information Processing Systems 23, 2010


Non-Negative Semi-Supervised Learning
Changhu Wang, Shuicheng Yan, Lei Zhang and Hongjiang Zhang
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Transductive regression piloted by inter-manifold relations
Huan Wang, Shuicheng Yan, Thomas S. Huang, Jianzhuang Liu and Xiaoou Tang
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Locally adaptive classification piloted by uncertainty
Juan Dai, Shuicheng Yan, Xiaoou Tang and James T. Kwok
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006