Общедоступные статьи - Huan XuПодробнее...
2 статьи недоступны нигде
Robust MDPs with k-Rectangular Uncertainty
S Mannor, O Mebel, H Xu
Mathematics of Operations Research 41 (4), 1484-1509, 2016
Финансирование: A*Star, Singapore, European Commission
A deterministic analysis for lrr
G Liu, H Xu, J Tang, Q Liu, S Yan
IEEE transactions on pattern analysis and machine intelligence 38 (3), 417-430, 2016
Финансирование: National Natural Science Foundation of China
28 статей доступны в некоторых источниках
Noisy sparse subspace clustering
YX Wang, H Xu
Journal of Machine Learning Research 17 (12), 1-41, 2016
Финансирование: A*Star, Singapore
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
Финансирование: US National Science Foundation, US Department of Defense, US National …
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
Финансирование: Research Grants Council, Hong Kong
Scaling Up Robust MDPs using Function Approximation
A Tamar, S Mannor, H Xu
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
Финансирование: European Commission
Understanding and resolving performance degradation in deep graph convolutional networks
K Zhou, Y Dong, K Wang, WS Lee, B Hooi, H Xu, J Feng
Proceedings of the 30th ACM International Conference on Information …, 2021
Финансирование: National Research Foundation, Singapore
Efficient meta learning via minibatch proximal update
P Zhou, X Yuan, H Xu, S Yan, J Feng
Advances in Neural Information Processing Systems 32, 2019
Финансирование: National Natural Science Foundation of China
Implicit bias of gradient descent based adversarial training on separable data
Y Li, E Fang, H Xu, T Zhao
International Conference on Learning Representations, 2020
Финансирование: US National Science Foundation
Streaming Sparse Principal Component Analysis
W Yang, H Xu
Proceedings of the 32nd International Conference on Machine Learning (ICML …, 2015
Финансирование: A*Star, Singapore
Risk-Averse Stochastic Convex Bandit
AR Cardoso, H Xu
arXiv preprint arXiv:1810.00737, 2018
Финансирование: US National Science Foundation
Sequential Change-Point Detection via Online Convex Optimization
Y Cao, L Xie, Y Xie, H Xu
Entropy 20 (2), 108, 2018
Финансирование: US National Science Foundation
Matrix completion with column manipulation: Near-optimal sample-robustness-rank tradeoffs
Y Chen, H Xu, C Caramanis, S Sanghavi
IEEE Transactions on Information Theory 62 (1), 503-526, 2016
Финансирование: US National Science Foundation, A*Star, Singapore
Online Matrix Completion for Signed Link Prediction
J Wang, J Shen, P Li, H Xu
Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017
Финансирование: US National Science Foundation, US Department of Defense
Subspace Clustering with Irrelevant Features via Robust Dantzig Selector
C Qu, H Xu
Advances in Neural Information Processing Systems, 757-765, 2015
Финансирование: A*Star, Singapore
A Convex Optimization Framework for Bi-Clustering
SH Lim, Y Chen, H Xu
Proceedings of the 32nd International Conference on Machine Learning (ICML …, 2015
Финансирование: A*Star, Singapore
A Divide and Conquer Framework for Distributed Graph Clustering
W Yang, H Xu
Proceedings of the 32nd International Conference on Machine Learning (ICML …, 2015
Финансирование: A*Star, Singapore
Iterative and Active Graph Clustering Using Trace Norm Minimization Without Cluster Size Constraints
N Ailon, Y Chen, H Xu
Journal of Machine Learning Research 16, 455-490, 2015
Финансирование: European Commission
Online optimization for max-norm regularization
J Shen, H Xu, P Li
Machine Learning 106 (3), 419-457, 2017
Финансирование: US National Science Foundation, US Department of Defense
A Unified Framework for Outlier-Robust PCA-like Algorithms
W Yang, H Xu
Proceedings of the 32nd International Conference on Machine Learning (ICML …, 2015
Финансирование: A*Star, Singapore
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