Huan Xu

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Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ Nvidia ResearchVerified email at technion.ac.il
Constantine CaramanisProfessor of Electrical and Computer Engineering, UT AustinVerified email at utexas.edu
Yudong ChenAssistant Professor, Cornell UniversityVerified email at cornell.edu
Jiashi FengNational University of SingaporeVerified email at nus.edu.sg
Shuicheng Yan, Fellow of ACM, SAEn...Director@Sea AI Labs (SAIL); Group Chief Scientist@Sea; National University of SingaporeVerified email at sea.com
Sujay SanghaviAssociate Professor, Electrical and Computer Engineering, WNCG, University of Texas, AustinVerified email at mail.utexas.edu
Yang WenzhuoNational University of SingaporeVerified email at nus.edu.sg
Yu-Xiang WangAssistant Professor of Computer Science, UC Santa BarbaraVerified email at cs.ucsb.edu
Chao QuAnt Financial Services GroupVerified email at u.nus.edu
Chenlei Leng (冷琛雷)Professor of Statistics, University of WarwickVerified email at warwick.ac.uk
Jie ShenAssistant Professor, Stevens Institute of TechnologyVerified email at stevens.edu
Ali JalaliUniversity of Texas at AustinVerified email at mail.utexas.edu
Guangcan LiuProfessor of Nanjing University of Information Science & TechnologyVerified email at cornell.edu
Melvyn SimProfessor and Provost's Chair, NUS Business SchoolVerified email at nus.edu.sg
Aviv TamarTechnionVerified email at technion.ac.il
Zhouchen LinProfessor, Peking University; Fellow of IEEE & IAPR; ex-VP of Samsung ResearchVerified email at pku.edu.cn
Tat-Seng ChuaNational University of SingaporeVerified email at comp.nus.edu.sg
Panida JirutitijaroenAssistant Professor of Department of Electrical and Computer Engineering, National University of SingaporeVerified email at nus.edu.sg
Saranga Kumudu AbeygunawardaneSenior Lecturer, Department of Electrical Engineering, University of MoratuwaVerified email at uom.lk
Tom ZahavyGoogle DeepMindVerified email at google.com

Huan Xu

Alibaba Inc

Verified email at alibaba-inc.com - Homepage

Machine Learning Operations Research Statistics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Robust PCA via outlier pursuit H Xu, C Caramanis, S Sanghavi arXiv preprint arXiv:1010.4237, 2010	393	2010
Robustness and regularization of support vector machines H Xu, C Caramanis, S Mannor The Journal of Machine Learning Research 10, 1485-1510, 2009	393	2009
Robustness and generalization H Xu, S Mannor Machine learning 86 (3), 391-423, 2012	263	2012
Online Robust PCA via Stochastic Optimization J Feng, H Xu, S Yan Advances in Neural Information Processing Systems, 404-412, 2013	248	2013
Noisy sparse subspace clustering YX Wang, H Xu Journal of Machine Learning Research 17 (12), 1-41, 2016	186	2016
Noisy Sparse Subspace Clustering YX Wang, H Xu	186*
Clustering partially observed graphs via convex optimization. Y Chen, A Jalali, S Sanghavi, H Xu Journal of Machine Learning Research 15 (1), 2213-2238, 2014	180*	2014
Sparse algorithms are not stable: A no-free-lunch theorem H Xu, C Caramanis, S Mannor IEEE transactions on pattern analysis and machine intelligence 34 (1), 187-193, 2012	178	2012
Robust subspace segmentation with block-diagonal prior J Feng, Z Lin, H Xu, S Yan Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014	173	2014
Provable Subspace Clustering: When LRR meets SSC YX Wang, H Xu, C Leng Advances in Neural Information Processing Systems, 64-72, 2013	171	2013
Outlier-Robust PCA: The High-Dimensional Case H Xu, C Caramanis, S Mannor IEEE, 0	171*
Clustering sparse graphs Y Chen, S Sanghavi, H Xu Advances in neural information processing systems, 2204-2212, 2012	158	2012
Distributionally robust markov decision processes H Xu, S Mannor Mathematics of Operations Research 37 (2), 288-300, 2012	149	2012
Robust regression and Lasso H Xu, C Caramanis, S Mannor Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010	139	2010
Robust matrix completion with corrupted columns Y Chen, H Xu, C Caramanis, S Sanghavi arXiv preprint arXiv:1102.2254, 2011	121	2011
Fake news mitigation via point process based intervention M Farajtabar, J Yang, X Ye, H Xu, R Trivedi, E Khalil, S Li, L Song, H Zha arXiv preprint arXiv:1703.07823, 2017	100	2017
Robust Logistic Regression and Classification J Feng, H Xu, S Mannor, S Yan Advances in Neural Information Processing Systems, 253-261, 2014	89	2014
Improved graph clustering Y Chen, S Sanghavi, H Xu IEEE Transactions on Information Theory 60 (10), 6440-6455, 2014	88	2014
Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation. G Liu, H Xu, S Yan AISTATS, 703-711, 2012	79	2012
Clustering Partially Observed Graphs via Convex Optimization. A Jalali, Y Chen, S Sanghavi, H Xu ICML 11, 1001-1008, 2011	78	2011

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