Ehsan Elhamifar
TitleCited byYear
Sparse Subspace Clustering: Algorithm, Theory, and Applications
E Elhamifar, R Vidal
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
15192012
Sparse subspace clustering
E Elhamifar, R Vidal
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2009 …, 2009
12292009
Robust subspace clustering
M Soltanolkotabi, E Elhamifar, EJ Candes
The Annals of Statistics 42 (2), 669-699, 2014
3032014
See all by looking at a few: Sparse modeling for finding representative objects
E Elhamifar, G Sapiro, R Vidal
2012 IEEE Conference on Computer Vision and Pattern Recognition, 1600-1607, 2012
2962012
Robust classification using structured sparse representation
E Elhamifar, R Vidal
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011
2492011
Sparse Manifold Clustering and Embedding
E Elhamifar, R Vidal
Neural Information Processing Systems (NIPS), 2011
2432011
Block-sparse recovery via convex optimization
E Elhamifar, R Vidal
IEEE Transactions on Signal Processing, 2012
1342012
Clustering disjoint subspaces via sparse representation
E Elhamifar, R Vidal
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
1152010
Sparse hidden markov models for surgical gesture classification and skill evaluation
L Tao, E Elhamifar, S Khudanpur, GD Hager, R Vidal
International conference on information processing in computer-assisted …, 2012
912012
Dissimilarity-based Sparse Subset Selection
E Elhamifar, G Sapiro, S Sastry
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016
902016
Finding exemplars from pairwise dissimilarities via simultaneous sparse recovery
E Elhamifar, G Sapiro, R Vidal
Advances in Neural Information Processing Systems, 19-27, 2012
802012
Energy disaggregation via learning powerlets and sparse coding
E Elhamifar, S Sastry
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
682015
A Convex Optimization Framework for Active Learning
E Elhamifar, G Sapiro, A Yang, SS Sastry
612013
High-Rank Matrix Completion and Clustering under Self-Expressive Models
E Elhamifar
Advances in Neural Information Processing Systems, 2016
272016
Online Summarization via Submodular and Convex Optimization
E Elhamifar, MCDP Kaluza
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017., 2017
242017
Consensus with robustness to outliers via distributed optimization
J Li, E Elhamifar, IJ Wang, R Vidal
49th IEEE Conference on Decision and Control (CDC), 2111-2117, 2010
222010
Distributed calibration of camera sensor networks
E Elhamifar, R Vidal
2009 Third ACM/IEEE International Conference on Distributed Smart Cameras …, 2009
102009
Adaptive Piecewise–Affine Inverse Modeling of Hybrid Dynamical Systems
E Elhamifar, SA Burden, SS Sastry
92014
Subset Selection and Summarization in Sequential Data
E Elhamifar, MC De Paolis Kaluza
Advances in Neural Information Processing Systems, 1036-1045, 2017
82017
Sparse modeling for high-dimensional multi-manifold data analysis
E Elhamifar
Johns Hopkins University, 2012
82012
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Articles 1–20