Ehsan Elhamifar
Title
Cited by
Cited by
Year
Sparse Subspace Clustering: Algorithm, Theory, and Applications
E Elhamifar, R Vidal
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
30552012
Sparse subspace clustering
E Elhamifar, R Vidal
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2009 …, 2009
3055*2009
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
3732012
Robust subspace clustering
M Soltanolkotabi, E Elhamifar, EJ Candes
Annals of Statistics 42 (2), 669-699, 2014
3632014
Sparse Manifold Clustering and Embedding
E Elhamifar, R Vidal
Neural Information Processing Systems (NIPS), 2011
2972011
Robust classification using structured sparse representation
E Elhamifar, R Vidal
Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on …, 2011
2632011
Block-sparse recovery via convex optimization
E Elhamifar, R Vidal
IEEE Transactions on Signal Processing, 2012
1562012
Dissimilarity-based Sparse Subset Selection
E Elhamifar, G Sapiro, S Sastry
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016
1442016
Clustering disjoint subspaces via sparse representation
E Elhamifar, R Vidal
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
1342010
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
1232012
Finding exemplars from pairwise dissimilarities via simultaneous sparse recovery
E Elhamifar, G Sapiro, R Vidal
Advances in Neural Information Processing Systems 25, 19-27, 2012
1052012
Energy disaggregation via learning powerlets and sparse coding
E Elhamifar, S Sastry
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
1002015
A Convex Optimization Framework for Active Learning
E Elhamifar, G Sapiro, A Yang, SS Sastry
932013
Online Summarization via Submodular and Convex Optimization
E Elhamifar, MCDP Kaluza
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017., 2017
452017
High-Rank Matrix Completion and Clustering under Self-Expressive Models
E Elhamifar
Advances in Neural Information Processing Systems, 2016
402016
Fine-Grained Generalized Zero-Shot Learning via Dense Attribute-Based Attention
D Huynh, E Elhamifar
IEEE Conference on Computer Vision and Pattern Recognition, 2020
342020
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
292010
A Shared Multi-Attention Framework for Multi-Label Zero-Shot Learning
D Huynh, E Elhamifar
IEEE Conference on Computer Vision and Pattern Recognition 1, 2020
172020
Subset Selection and Summarization in Sequential Data
E Elhamifar, MC De Paolis Kaluza
Advances in Neural Information Processing Systems, 1036-1045, 2017
152017
Unsupervised procedure learning via joint dynamic summarization
E Elhamifar, Z Naing
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
132019
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Articles 1–20