Huan Xu

引用次数

	总计	2020 年至今
引用	10374	6187
h 指数	50	38
i10 指数	89	76

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Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ Nvidia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,...National University of Singapore, Ex: Skywork AI, Sea AI Lab | Looking for labmates在 nus.edu.sg 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 QuInftech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 WangAssociate Professor @ UC San Diego在 ucsd.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
Melvyn SimProfessor and Provost's Chair, NUS Business School在 nus.edu.sg 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
Aviv TamarTechnion在 technion.ac.il 的电子邮件经过验证
Cuong V. NguyenDurham University在 durham.ac.uk 的电子邮件经过验证
Xiao-Tong YuanNanjing University在 nuist.edu.cn 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
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
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	915	2020
Robust PCA via outlier pursuit H Xu, C Caramanis, S Sanghavi arXiv preprint arXiv:1010.4237, 2010	903	2010
Robustness and regularization of support vector machines H Xu, C Caramanis, S Mannor The Journal of Machine Learning Research 10, 1485-1510, 2009	612	2009
Robustness and generalization H Xu, S Mannor Machine learning 86 (3), 391-423, 2012	537	2012
Robust regression and Lasso H Xu, C Caramanis, S Mannor Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010	392	2010
Online Robust PCA via Stochastic Optimization J Feng, H Xu, S Yan Advances in Neural Information Processing Systems, 404-412, 2013	342	2013
Distributionally robust markov decision processes H Xu, S Mannor Mathematics of Operations Research 37 (2), 288-300, 2012	303	2012
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	270	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	251	2014
Provable Subspace Clustering: When LRR meets SSC YX Wang, H Xu, C Leng Advances in Neural Information Processing Systems, 64-72, 2013	248	2013
Noisy sparse subspace clustering YX Wang, H Xu Journal of Machine Learning Research 17 (12), 1-41, 2016	243	2016
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	238	2019
Outlier-Robust PCA: The High-Dimensional Case H Xu, C Caramanis, S Mannor IEEE, 0	233*
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	222	2017
Robust Logistic Regression and Classification J Feng, H Xu, S Mannor, S Yan Advances in Neural Information Processing Systems, 253-261, 2014	218	2014
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	215*	2014
Clustering sparse graphs Y Chen, S Sanghavi, H Xu Advances in neural information processing systems, 2204-2212, 2012	203	2012
Robusttad: Robust time series anomaly detection via decomposition and convolutional neural networks J Gao, X Song, Q Wen, P Wang, L Sun, H Xu arXiv preprint arXiv:2002.09545, 2020	198	2020
Scaling Up Robust MDPs using Function Approximation A Tamar, S Mannor, H Xu Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014	163	2014
Robust matrix completion with corrupted columns Y Chen, H Xu, C Caramanis, S Sanghavi arXiv preprint arXiv:1102.2254, 2011	149	2011

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