Sina Jafarpour
Sina Jafarpour
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TitleCited byYear
Construction of a large class of deterministic sensing matrices that satisfy a statistical isometry property
R Calderbank, S Howard, S Jafarpour
IEEE journal of selected topics in signal processing 4 (2), 358-374, 2010
2912010
Efficient and robust compressed sensing using optimized expander graphs
S Jafarpour, W Xu, B Hassibi, R Calderbank
IEEE Transactions on Information Theory 55 (9), 4299-4308, 2009
1852009
Compressed learning: Universal sparse dimensionality reduction and learning in the measurement domain
R Calderbank, S Jafarpour, R Schapire
preprint, 2009
1622009
Why Gabor frames? Two fundamental measures of coherence and their role in model selection
WU Bajwa, R Calderbank, S Jafarpour
Journal of Communications and Networks 12 (4), 289-307, 2010
962010
Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices
H Monajemi, S Jafarpour, M Gavish, DL Donoho, ...
Proceedings of the National Academy of Sciences 110 (4), 1181-1186, 2013
812013
Detection of forgery in paintings using supervised learning
G Polatkan, S Jafarpour, A Brasoveanu, S Hughes, I Daubechies
2009 16th IEEE International Conference on Image Processing (ICIP), 2921-2924, 2009
542009
Performance bounds for expander-based compressed sensing in Poisson noise
M Raginsky, S Jafarpour, ZT Harmany, RF Marcia, RM Willett, ...
IEEE Transactions on Signal Processing 59 (9), 4139-4153, 2011
492011
Stylistic analysis of paintings usingwavelets and machine learning
S Jafarpour, G Polatkan, E Brevdo, S Hughes, A Brasoveanu, ...
2009 17th European Signal Processing Conference, 1220-1224, 2009
342009
Reed Muller sensing matrices and the LASSO
R Calderbank, S Jafarpour
International Conference on Sequences and Their Applications, 442-463, 2010
302010
Filter, rank, and transfer the knowledge: Learning to chat
S Jafarpour, CJC Burges, A Ritter
Advances in Ranking 10, 2329-9290, 2010
302010
Efficient and robust compressed sensing using high-quality expander graphs
S Jafarpour, W Xu, B Hassibi, R Calderbank
arXiv preprint arXiv:0806.3802, 2008
212008
Model selection: Two fundamental measures of coherence and their algorithmic significance
WU Bajwa, R Calderbank, S Jafarpour
2010 IEEE International Symposium on Information Theory, 1568-1572, 2010
202010
Efficient compressed sensing using high-quality expander graphs
S Jafarpour, W Xu, B Hassibi, R Calderbank
Preprint, 2008
202008
Automatic musical genre classification using sparsity-eager support vector machines
K Aryafar, S Jafarpour, A Shokoufandeh
Proceedings of the 21st International Conference on Pattern Recognition …, 2012
182012
Sparse reconstruction via the Reed-Muller sieve
R Calderbank, S Howard, S Jafarpour
2010 IEEE International Symposium on Information Theory, 1973-1977, 2010
182010
A suboptimal network utility maximization approach for scalable multimedia applications
MS Talebi, A Khonsari, MH Hajiesmaili, S Jafarpour
GLOBECOM 2009-2009 IEEE Global Telecommunications Conference, 1-6, 2009
162009
Beyond worst-case reconstruction in deterministic compressed sensing
S Jafarpour, MF Duarte, R Calderbank
2012 IEEE International Symposium on Information Theory Proceedings, 1852-1856, 2012
142012
Deterministic compressed sensing
S Jafarpour
PRINCETON UNIV NJ, 2011
142011
A sublinear algorithm for sparse reconstruction with ℓ2/ℓ2recovery guarantees
R Calderbank, S Howard, S Jafarpour
2009 3rd IEEE International Workshop on Computational Advances in Multi …, 2009
142009
A game theoretic approach to expander-based compressive sensing
S Jafarpour, V Cevher, RE Schapire
2011 IEEE International Symposium on Information Theory Proceedings, 464-468, 2011
132011
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