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Huan Xu
2010 – today
- 2013
[j20]Huan Xu, Constantine Caramanis, Shie Mannor: Outlier-Robust PCA: The High-Dimensional Case. IEEE Transactions on Information Theory 59(1): 546-572 (2013)- [c28]Robert Rogersten, Huan Xu, Necmiye Ozay, Ufuk Topcu, Richard M. Murray: An aircraft electric power testbed for validating automatically synthesized reactive control protocols. HSCC 2013: 89-94
- [c27]Huan Xu, Yujiu Yang, Liangwei Wang, Wenhuang Liu: Node Classification in Social Network via a Factor Graph Model. PAKDD (1) 2013: 213-224
- [i11]Nir Ailon, Yudong Chen, Huan Xu: Breaking the Small Cluster Barrier of Graph Clustering. CoRR abs/1302.4549 (2013)
- 2012
- [j19]Huan Xu, Constantine Caramanis, Shie Mannor: Optimization Under Probabilistic Envelope Constraints. Operations Research 60(3): 682-699 (2012)
- [j18]Guangcan Liu, Huan Xu, Shuicheng Yan: Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation. Journal of Machine Learning Research - Proceedings Track 22: 703-711 (2012)
- [j17]Huan Xu, Constantine Caramanis, Shie Mannor: Statistical Optimization in High Dimensions. Journal of Machine Learning Research - Proceedings Track 22: 1332-1340 (2012)
- [j16]Huan Xu, Chenlei Leng: Robust Multi-task Regression with Grossly Corrupted Observations. Journal of Machine Learning Research - Proceedings Track 22: 1341-1349 (2012)
- [j15]Huan Xu, Yuxiu Liu, Yi Su, Linming Zhou, Guobin Yang, Xueming Yi: Virtual Subject Innovation Platform: A New Operational Pattern for Comprehensive Hospital. J. Medical Systems 36(4): 2319-2324 (2012)
- [j14]
- [j13]Huan Xu, Constantine Caramanis, Shie Mannor: A Distributional Interpretation of Robust Optimization. Math. Oper. Res. 37(1): 95-110 (2012)
- [j12]Huan Xu, Shie Mannor: Distributionally Robust Markov Decision Processes. Math. Oper. Res. 37(2): 288-300 (2012)
- [j11]Huan Xu, Constantine Caramanis, Shie Mannor: Sparse Algorithms Are Not Stable: A No-Free-Lunch Theorem. IEEE Trans. Pattern Anal. Mach. Intell. 34(1): 187-193 (2012)
- [j10]Huan Xu, Constantine Caramanis, Sujay Sanghavi: Robust PCA via Outlier Pursuit. IEEE Transactions on Information Theory 58(5): 3047-3064 (2012)
- [c26]Huan Xu, Ufuk Topcu, Richard M. Murray: A case study on reactive protocols for aircraft electric power distribution. CDC 2012: 1124-1129
- [c25]Huan Xu, Jiechang Wen: Differential Evolution Algorithm for the Optimization of the Vehicle Routing Problem in Logistics. CIS 2012: 48-51
- [c24]Jiashi Feng, Xiaotong Yuan, Zilei Wang, Huan Xu, Shuicheng Yan: Auto-Grouped Sparse Representation for Visual Analysis. ECCV (1) 2012: 640-653
- [c23]Jiashi Feng, Huan Xu, Shuicheng Yan: Robust PCA in High-dimension: A Deterministic Approach. ICML 2012
- [c22]Shie Mannor, Ofir Mebel, Huan Xu: Lightning Does Not Strike Twice: Robust MDPs with Coupled Uncertainty. ICML 2012
- [c21]
- [c20]Zhuxiao Wang, Hui Peng, Jing Guo, Ying Zhang, Kehe Wu, Huan Xu, Xiaofeng Wang: An Architecture Description Language Based on Dynamic Description Logics. Intelligent Information Processing 2012: 157-166
- [c19]
- [i10]Jiashi Feng, Huan Xu, Shuicheng Yan: Robust PCA in High-dimension: A Deterministic Approach. CoRR abs/1206.4628 (2012)
- [i9]Yu-Xiang Wang, Huan Xu: Stability of matrix factorization for collaborative filtering. CoRR abs/1206.4640 (2012)
- [i8]Shie Mannor, Ofir Mebel, Huan Xu: Lightning Does Not Strike Twice: Robust MDPs with Coupled Uncertainty. CoRR abs/1206.4643 (2012)
- 2011
- [c18]Tichakorn Wongpiromsarn, Ufuk Topcu, Necmiye Ozay, Huan Xu, Richard M. Murray: TuLiP: a software toolbox for receding horizon temporal logic planning. HSCC 2011: 313-314
- [c17]Yudong Chen, Huan Xu, Constantine Caramanis, Sujay Sanghavi: Robust Matrix Completion and Corrupted Columns. ICML 2011: 873-880
- [c16]Ali Jalali, Yudong Chen, Sujay Sanghavi, Huan Xu: Clustering Partially Observed Graphs via Convex Optimization. ICML 2011: 1001-1008
- [c15]
- [c14]Xiuxiu Li, Jiangbin Zheng, Huan Xu: Motion Estimation for 3D Rigid Object Shapes Based on 3D-2D Color-Consistency in Multi-view. IScIDE 2011: 450-457
- [i7]Yudong Chen, Huan Xu, Constantine Caramanis, Sujay Sanghavi: Robust Matrix Completion with Corrupted Columns. CoRR abs/1102.2254 (2011)
- [i6]Ali Jalali, Yudong Chen, Sujay Sanghavi, Huan Xu: Clustering Partially Observed Graphs via Convex Optimization. CoRR abs/1104.4803 (2011)
- [i5]Guangcan Liu, Huan Xu, Shuicheng Yan: Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation. CoRR abs/1109.1646 (2011)
- 2010
- [j9]Huan Xu, Jianjun Wang, Hyoung-Joong Kim: Near-optimal solution to pair-wise LSB matching via an immune programming strategy. Inf. Sci. 180(8): 1201-1217 (2010)
- [j8]Xiaofeng Wang, De-Shuang Huang, Huan Xu: An efficient local Chan-Vese model for image segmentation. Pattern Recognition 43(3): 603-618 (2010)
- [j7]Jianjun Wang, Yiting Sun, Huan Xu, Kangkang Chen, Hyoung-Joong Kim, Sang-Hyun Joo: An improved section-wise exploiting modification direction method. Signal Processing 90(11): 2954-2964 (2010)
- [j6]Huan Xu, Constantine Caramanis, Shie Mannor: Robust regression and Lasso. IEEE Transactions on Information Theory 56(7): 3561-3574 (2010)
- [c13]K. Mani Chandy, Steven H. Low, Ufuk Topcu, Huan Xu: A simple optimal power flow model with energy storage. CDC 2010: 1051-1057
- [c12]Huan Xu, Constantine Caramanis, Shie Mannor: Principal Component Analysis with Contaminated Data: The High Dimensional Case. COLT 2010: 490-502
- [c11]
- [c10]Huan Xu, Constantine Caramanis, Sujay Sanghavi: Robust PCA via Outlier Pursuit. NIPS 2010: 2496-2504
- [c9]
- [i4]
- [i3]Huan Xu, Constantine Caramanis, Sujay Sanghavi: Robust PCA via Outlier Pursuit. CoRR abs/1010.4237 (2010)
2000 – 2009
- 2009
- [j5]Huan Xu, Constantine Caramanis, Shie Mannor: Robustness and Regularization of Support Vector Machines. Journal of Machine Learning Research 10: 1485-1510 (2009)
- [j4]Huan Xu, Shie Mannor: A Kalman Filter Design Based on the Performance/Robustness Tradeoff. IEEE Trans. Automat. Contr. 54(5): 1171-1175 (2009)
- [c8]
- [c7]Huan Xu, Constantine Caramanis, Shie Mannor, Sungho Yun: Risk sensitive robust support vector machines. CDC 2009: 4655-4661
- 2008
- [j3]Xiaofeng Wang, De-Shuang Huang, Ji-Xiang Du, Huan Xu, Laurent Heutte: Classification of plant leaf images with complicated background. Applied Mathematics and Computation 205(2): 916-926 (2008)
- [c6]Oliver Yu, Huan Xu: QoS Differentiated Adaptive Scheduled Optical Burst Switching for Grid Networks. GridNets 2008: 43-55
- [c5]Huan Xu, Xiaofeng Wang: Automated Segmentation Using a Fast Implementation of the Chan-Vese Models. ICIC (2) 2008: 1135-1141
- [c4]Huan Xu, De-Shuang Huang: One Class Support Vector Machines for Distinguishing Photographs and Graphics. ICNSC 2008: 602-607
- [c3]
- [i2]Huan Xu, Shie Mannor, Constantine Caramanis: Robustness, Risk, and Regularization in Support Vector Machines. CoRR abs/0803.3490 (2008)
- [i1]
- 2007
- [j2]Jing Chen, Huan Xu, Bruce J. Aronow, Anil G. Jegga: Improved human disease candidate gene prioritization using mouse phenotype. BMC Bioinformatics 8 (2007)
- 2006
- [j1]Oliver Yu, Anfei Li, Yuan Cao, Leping Yin, Ming Liao, Huan Xu: Multi-domain Lambda Grid data portal for collaborative Grid applications. Future Generation Comp. Syst. 22(8): 993-1003 (2006)
- [c2]
- [c1]Huan Xu, Shie Mannor: The Robustness-Performance Tradeoff in Markov Decision Processes. NIPS 2006: 1537-1544
Coauthor Index
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last updated on 2013-05-04 21:47 CEST by the dblp team