Huan Xu

引用次数

	总计	2018 年至今
引用	8471	5891
h 指数	46	39
i10 指数	85	77

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Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ Nvidia Research在 technion.ac.il 的电子邮件经过验证
Constantine CaramanisProfessor of Electrical and Computer Engineering, UT Austin在 utexas.edu 的电子邮件经过验证
Jiashi FengByteDance Inc.在 bytedance.com 的电子邮件经过验证
Shuicheng Yan, Fellow of AAAI, ACM,...2050 Research & Skywork AI, previously Sea AI Lab在 baai.ac.cn 的电子邮件经过验证
Yudong ChenAssociate Professor, University of Wisconsin-Madison在 wisc.edu 的电子邮件经过验证
Sujay SanghaviAssociate Professor, Electrical and Computer Engineering, University of Texas, Austin在 mail.utexas.edu 的电子邮件经过验证
Chao QuAnt Financial Services Group在 u.nus.edu 的电子邮件经过验证
Yang WenzhuoSalesforce Research在 nus.edu.sg 的电子邮件经过验证
Yu-Xiang WangAssistant Professor of Computer Science, UC Santa Barbara在 cs.ucsb.edu 的电子邮件经过验证
Jie ShenAssistant Professor, Stevens Institute of Technology在 stevens.edu 的电子邮件经过验证
Chenlei Leng (冷琛雷)Professor of Statistics, University of Warwick在 warwick.ac.uk 的电子邮件经过验证
Ali JalaliUniversity of Texas at Austin在 mail.utexas.edu 的电子邮件经过验证
Melvyn SimProfessor and Provost's Chair, NUS Business School在 nus.edu.sg 的电子邮件经过验证
Aviv TamarTechnion在 technion.ac.il 的电子邮件经过验证
Cuong V. NguyenFlorida International University在 fiu.edu 的电子邮件经过验证
Zhouchen LinProfessor, Peking University; Fellow of IEEE, IAPR, CSIG & AAIA; ex-VP of Samsung Research在 pku.edu.cn 的电子邮件经过验证
Xiao-Tong YuanNanjing University of Information Science and Technology在 nuist.edu.cn 的电子邮件经过验证
Tat-Seng ChuaNational University of Singapore在 comp.nus.edu.sg 的电子邮件经过验证
Panida JirutitijaroenAssistant Professor of Department of Electrical and Computer Engineering, National University of Singapore在 nus.edu.sg 的电子邮件经过验证
Saranga Kumudu AbeygunawardaneSenior Lecturer, Department of Electrical Engineering, University of Moratuwa在 uom.lk 的电子邮件经过验证

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Huan Xu

Alibaba Inc

在 alibaba-inc.com 的电子邮件经过验证 - 首页

Machine Learning Operations Research Statistics


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Robust PCA via outlier pursuit H Xu, C Caramanis, S Sanghavi arXiv preprint arXiv:1010.4237, 2010	848	2010
Robustness and regularization of support vector machines H Xu, C Caramanis, S Mannor The Journal of Machine Learning Research 10, 1485-1510, 2009	548	2009
Time series data augmentation for deep learning: A survey Q Wen, L Sun, F Yang, X Song, J Gao, X Wang, H Xu arXiv preprint arXiv:2002.12478, 2020	496	2020
Robustness and generalization H Xu, S Mannor Machine learning 86 (3), 391-423, 2012	445	2012
Robust regression and Lasso H Xu, C Caramanis, S Mannor Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010	344	2010
Online Robust PCA via Stochastic Optimization J Feng, H Xu, S Yan Advances in Neural Information Processing Systems, 404-412, 2013	314	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	239	2012
Distributionally robust markov decision processes H Xu, S Mannor Mathematics of Operations Research 37 (2), 288-300, 2012	238	2012
Provable Subspace Clustering: When LRR meets SSC YX Wang, H Xu, C Leng Advances in Neural Information Processing Systems, 64-72, 2013	232	2013
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	229	2014
Noisy sparse subspace clustering YX Wang, H Xu Journal of Machine Learning Research 17 (12), 1-41, 2016	227	2016
Noisy Sparse Subspace Clustering YX Wang, H Xu	227*
Outlier-Robust PCA: The High-Dimensional Case H Xu, C Caramanis, S Mannor IEEE, 0	211*
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	197*	2014
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	184	2017
Clustering sparse graphs Y Chen, S Sanghavi, H Xu Advances in neural information processing systems, 2204-2212, 2012	184	2012
Robust Logistic Regression and Classification J Feng, H Xu, S Mannor, S Yan Advances in Neural Information Processing Systems, 253-261, 2014	171	2014
Robust matrix completion with corrupted columns Y Chen, H Xu, C Caramanis, S Sanghavi arXiv preprint arXiv:1102.2254, 2011	139	2011
RobustSTL: A robust seasonal-trend decomposition algorithm for long time series Q Wen, J Gao, X Song, L Sun, H Xu, S Zhu Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5409-5416, 2019	121	2019
Scaling Up Robust MDPs using Function Approximation A Tamar, S Mannor, H Xu Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014	119	2014

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