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 ChenAssociate Professor, Cornell UniversityVerified email at cornell.edu
Jiashi FengNational University of SingaporeVerified email at nus.edu.sg
Shuicheng Yan, Fellow of ACM, SAEn...Sea AI Lab, Singapore; 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 WenzhuoSalesforce ResearchVerified 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 ZahavySenior Research Scientist, DeepMindVerified email at deepmind.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
Robustness and regularization of support vector machines H Xu, C Caramanis, S Mannor The Journal of Machine Learning Research 10, 1485-1510, 2009	428	2009
Robust PCA via outlier pursuit H Xu, C Caramanis, S Sanghavi arXiv preprint arXiv:1010.4237, 2010	414	2010
Robustness and generalization H Xu, S Mannor Machine learning 86 (3), 391-423, 2012	296	2012
Online Robust PCA via Stochastic Optimization J Feng, H Xu, S Yan Advances in Neural Information Processing Systems, 404-412, 2013	269	2013
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	194	2012
Noisy sparse subspace clustering YX Wang, H Xu Journal of Machine Learning Research 17 (12), 1-41, 2016	192	2016
Noisy Sparse Subspace Clustering YX Wang, H Xu	192*
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	185*	2014
Outlier-Robust PCA: The High-Dimensional Case H Xu, C Caramanis, S Mannor IEEE, 0	183*
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	182	2014
Provable Subspace Clustering: When LRR meets SSC YX Wang, H Xu, C Leng Advances in Neural Information Processing Systems, 64-72, 2013	179	2013
Distributionally robust markov decision processes H Xu, S Mannor Mathematics of Operations Research 37 (2), 288-300, 2012	171	2012
Clustering sparse graphs Y Chen, S Sanghavi, H Xu Advances in neural information processing systems, 2204-2212, 2012	163	2012
Robust regression and Lasso H Xu, C Caramanis, S Mannor Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010	149	2010
Robust matrix completion with corrupted columns Y Chen, H Xu, C Caramanis, S Sanghavi arXiv preprint arXiv:1102.2254, 2011	131	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	128	2017
Robust Logistic Regression and Classification J Feng, H Xu, S Mannor, S Yan Advances in Neural Information Processing Systems, 253-261, 2014	94	2014
Improved graph clustering Y Chen, S Sanghavi, H Xu IEEE Transactions on Information Theory 60 (10), 6440-6455, 2014	92	2014
Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation. G Liu, H Xu, S Yan AISTATS, 703-711, 2012	80	2012
Clustering Partially Observed Graphs via Convex Optimization. A Jalali, Y Chen, S Sanghavi, H Xu ICML 11, 1001-1008, 2011	79	2011

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