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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
8742010
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
7202020
Robustness and regularization of support vector machines
H Xu, C Caramanis, S Mannor
The Journal of Machine Learning Research 10, 1485-1510, 2009
5832009
Robustness and generalization
H Xu, S Mannor
Machine learning 86 (3), 391-423, 2012
4932012
Robust regression and Lasso
H Xu, C Caramanis, S Mannor
Information Theory, IEEE Transactions on 56 (7), 3561-3574, 2010
3682010
Online Robust PCA via Stochastic Optimization
J Feng, H Xu, S Yan
Advances in Neural Information Processing Systems, 404-412, 2013
3262013
Distributionally robust markov decision processes
H Xu, S Mannor
Mathematics of Operations Research 37 (2), 288-300, 2012
2702012
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
2572012
Provable Subspace Clustering: When LRR meets SSC
YX Wang, H Xu, C Leng
Advances in Neural Information Processing Systems, 64-72, 2013
2412013
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
2402014
Noisy sparse subspace clustering
YX Wang, H Xu
Journal of Machine Learning Research 17 (12), 1-41, 2016
2382016
Outlier-Robust PCA: The High-Dimensional Case
H Xu, C Caramanis, S Mannor
IEEE, 0
223*
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
208*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
2062017
Robust Logistic Regression and Classification
J Feng, H Xu, S Mannor, S Yan
Advances in Neural Information Processing Systems, 253-261, 2014
2042014
Clustering sparse graphs
Y Chen, S Sanghavi, H Xu
Advances in neural information processing systems, 2204-2212, 2012
1892012
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
1732019
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
1512020
Scaling Up Robust MDPs using Function Approximation
A Tamar, S Mannor, H Xu
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
1452014
Robust matrix completion with corrupted columns
Y Chen, H Xu, C Caramanis, S Sanghavi
arXiv preprint arXiv:1102.2254, 2011
1442011
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Articles 1–20