Search results for "Huan Xu"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Huan Xu, Constantine Caramanis, Shie Mannor	Sparse Algorithms Are Not Stable: A No-Free-Lunch Theorem.	IEEE Trans. Pattern Anal. Mach. Intell.	2012	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor	Statistical Optimization in High Dimensions.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Guangcan Liu, Huan Xu, Shuicheng Yan	Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Huan Xu, Chenlei Leng	Robust Multi-task Regression with Grossly Corrupted Observations.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Huan Xu, Shie Mannor	Robustness and generalization.	Machine Learning	2012	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Sujay Sanghavi	Robust PCA via Outlier Pursuit.	IEEE Transactions on Information Theory	2012	DBLP DOI BibTeX RDF
1	Guangcan Liu, Huan Xu, Shuicheng Yan	Exact Subspace Segmentation and Outlier Detection by Low-Rank Representation	CoRR	2011	DBLP BibTeX RDF
1	Yudong Chen, Huan Xu, Constantine Caramanis, Sujay Sanghavi	Robust Matrix Completion with Corrupted Columns	CoRR	2011	DBLP BibTeX RDF
1	Ali Jalali, Yudong Chen, Sujay Sanghavi, Huan Xu	Clustering Partially Observed Graphs via Convex Optimization	CoRR	2011	DBLP BibTeX RDF
1	Huan Xu, Shie Mannor	Probabilistic Goal Markov Decision Processes.	IJCAI	2011	DBLP BibTeX RDF
1	Ali Jalali, Yudong Chen, Sujay Sanghavi, Huan Xu	Clustering Partially Observed Graphs via Convex Optimization.	ICML	2011	DBLP BibTeX RDF
1	Yudong Chen, Huan Xu, Constantine Caramanis, Sujay Sanghavi	Robust Matrix Completion and Corrupted Columns.	ICML	2011	DBLP BibTeX RDF
1	Tichakorn Wongpiromsarn, Ufuk Topcu, Necmiye Ozay, Huan Xu, Richard M. Murray	TuLiP: a software toolbox for receding horizon temporal logic planning.	HSCC	2011	DBLP DOI BibTeX RDF
1	Jianjun Wang, Yiting Sun, Huan Xu, Kangkang Chen, Hyoung-Joong Kim, Sang-Hyun Joo	An improved section-wise exploiting modification direction method.	Signal Processing	2010	DBLP DOI BibTeX RDF
1	Huan Xu, Jianjun Wang, Hyoung-Joong Kim	Near-optimal solution to pair-wise LSB matching via an immune programming strategy.	Inf. Sci.	2010	DBLP DOI BibTeX RDF
1	Huan Xu, Shie Mannor	Robustness and Generalization	CoRR	2010	DBLP BibTeX RDF
1	Huan Xu, Constantine Caramanis, Sujay Sanghavi	Robust PCA via Outlier Pursuit	CoRR	2010	DBLP BibTeX RDF
1	Xiaofeng Wang, De-Shuang Huang, Huan Xu	An efficient local Chan-Vese model for image segmentation.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor	Robust regression and Lasso.	IEEE Transactions on Information Theory	2010	DBLP DOI BibTeX RDF
1	K. Mani Chandy, Steven H. Low, Ufuk Topcu, Huan Xu	A simple optimal power flow model with energy storage.	CDC	2010	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor	Principal Component Analysis with Contaminated Data: The High Dimensional Case.	COLT	2010	DBLP BibTeX RDF
1	Huan Xu, Shie Mannor	Robustness and Generalization.	COLT	2010	DBLP BibTeX RDF
1	Huan Xu, Constantine Caramanis, Sujay Sanghavi	Robust PCA via Outlier Pursuit.	NIPS	2010	DBLP BibTeX RDF
1	Huan Xu, Shie Mannor	Distributionally Robust Markov Decision Processes.	NIPS	2010	DBLP BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor	Robustness and Regularization of Support Vector Machines.	Journal of Machine Learning Research	2009	DBLP DOI BibTeX RDF
1	Huan Xu, Shie Mannor	Parametric regret in uncertain Markov decision processes.	CDC	2009	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor, Sungho Yun	Risk sensitive robust support vector machines.	CDC	2009	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor	Robust Regression and Lasso	CoRR	2008	DBLP BibTeX RDF
1	Huan Xu, Shie Mannor, Constantine Caramanis	Robustness, Risk, and Regularization in Support Vector Machines	CoRR	2008	DBLP BibTeX RDF
1	Xiaofeng Wang, De-Shuang Huang, Ji-Xiang Du, Huan Xu, Laurent Heutte	Classification of plant leaf images with complicated background.	Applied Mathematics and Computation	2008	DBLP DOI BibTeX RDF
1	Huan Xu, Xiaofeng Wang	Automated Segmentation Using a Fast Implementation of the Chan-Vese Models.	ICIC	2008	DBLP DOI BibTeX RDF	Otsu Thresholding, Chan-Vese Models, Image Segmentation, Active Contours
1	Huan Xu, De-Shuang Huang	One Class Support Vector Machines for Distinguishing Photographs and Graphics.	ICNSC	2008	DBLP DOI BibTeX RDF
1	Oliver Yu, Huan Xu	QoS Differentiated Adaptive Scheduled Optical Burst Switching for Grid Networks.	GridNets	2008	DBLP DOI BibTeX RDF
1	Huan Xu, Constantine Caramanis, Shie Mannor	Robust Regression and Lasso.	NIPS	2008	DBLP BibTeX RDF
1	Jing Chen, Huan Xu, Bruce J. Aronow, Anil G. Jegga	Improved human disease candidate gene prioritization using mouse phenotype.	BMC Bioinformatics	2007	DBLP DOI BibTeX RDF
1	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.	2006	DBLP DOI BibTeX RDF
1	Huan Xu, Fan-Zhang Li	Lie group machine learning's axiom hypothesizes.	GrC	2006	DBLP BibTeX RDF
1	Huan Xu, Shie Mannor	The Robustness-Performance Tradeoff in Markov Decision Processes.	NIPS	2006	DBLP BibTeX RDF

Publications of "Huan Xu" ( http://dblp.L3S.de/Authors/Huan_Xu )