Huan Xu
Huan Xu
Alibaba Inc
Verified email at alibaba-inc.com - Homepage
Title
Cited by
Cited by
Year
Robust PCA via outlier pursuit
H Xu, C Caramanis, S Sanghavi
arXiv preprint arXiv:1010.4237, 2010
6212010
Robustness and regularization of support vector machines
H Xu, C Caramanis, S Mannor
The Journal of Machine Learning Research 10, 1485-1510, 2009
3472009
Robust regression and Lasso
H Xu, C Caramanis, S Mannor
Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010
2312010
Online Robust PCA via Stochastic Optimization
J Feng, H Xu, S Yan
Advances in Neural Information Processing Systems, 404-412, 2013
2302013
Robustness and generalization
H Xu, S Mannor
Machine learning 86 (3), 391-423, 2012
2152012
Noisy sparse subspace clustering
YX Wang, H Xu
Journal of Machine Learning Research 17 (12), 1-41, 2016
1662016
Noisy Sparse Subspace Clustering
YX Wang, H Xu
166*
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
160*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
1542012
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
1492014
Provable Subspace Clustering: When LRR meets SSC
YX Wang, H Xu, C Leng
Advances in Neural Information Processing Systems, 64-72, 2013
1492013
Outlier-Robust PCA: The High-Dimensional Case
H Xu, C Caramanis, S Mannor
IEEE, 0
146*
Clustering sparse graphs
Y Chen, S Sanghavi, H Xu
Advances in neural information processing systems, 2204-2212, 2012
1422012
Distributionally robust markov decision processes
H Xu, S Mannor
Mathematics of Operations Research 37 (2), 288-300, 2012
1202012
Robust matrix completion with corrupted columns
Y Chen, H Xu, C Caramanis, S Sanghavi
arXiv preprint arXiv:1102.2254, 2011
1062011
Improved graph clustering
Y Chen, S Sanghavi, H Xu
IEEE Transactions on Information Theory 60 (10), 6440-6455, 2014
792014
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
752017
Clustering Partially Observed Graphs via Convex Optimization.
A Jalali, Y Chen, S Sanghavi, H Xu
ICML 11, 1001-1008, 2011
732011
Robust Logistic Regression and Classification
J Feng, H Xu, S Mannor, S Yan
Advances in Neural Information Processing Systems, 253-261, 2014
712014
Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation.
G Liu, H Xu, S Yan
AISTATS, 703-711, 2012
662012
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Articles 1–20