| 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 | 349 | 2010 |
| Compressed learning: Universal sparse dimensionality reduction and learning in the measurement domain R Calderbank, S Jafarpour, R Schapire preprint, 2009 | 247 | 2009 |
| 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 | 228 | 2009 |
| Deterministic matrices matching the compressed sensing phase transitions of Gaussian random matrices H Monajemi, S Jafarpour, M Gavish, Stat 330/CME 362 Collaboration, ... Proceedings of the National Academy of Sciences 110 (4), 1181-1186, 2013 | 124 | 2013 |
| 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 | 101 | 2010 |
| 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 | 100 | 2009 |
| Filter, rank, and transfer the knowledge: Learning to chat S Jafarpour, CJC Burges, A Ritter Advances in Ranking 10 (2329-9290), 17, 2010 | 66 | 2010 |
| 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 | 61 | 2011 |
| 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 | 60 | 2009 |
| Reed Muller sensing matrices and the LASSO R Calderbank, S Jafarpour Sequences and Their Applications–SETA 2010: 6th International Conference …, 2010 | 49 | 2010 |
| Finding needles in compressed haystacks R Calderbank, S Jafarpour 2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012 | 37 | 2012 |
| Efficient compressed sensing using high-quality expander graphs S Jafarpour, W Xu, B Hassibi, R Calderbank Preprint, 2008 | 25 | 2008 |
| 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 | 23 | 2012 |
| Efficient and robust compressed sensing using high-quality expander graphs S Jafarpour, W Xu, B Hassibi, R Calderbank arXiv preprint arXiv:0806.3802, 2008 | 23 | 2008 |
| 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 | 21 | 2010 |
| Sparse reconstruction via the Reed-Muller sieve R Calderbank, S Howard, S Jafarpour 2010 IEEE International Symposium on Information Theory, 1973-1977, 2010 | 20 | 2010 |
| Deterministic compressed sensing S Jafarpour Princeton University, 2011 | 19 | 2011 |
| 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 | 17 | 2012 |
| Fast hard thresholding with Nesterov's gradient method V Cevher, S Jafarpour Advances in Neuronal Information Processing Systems (NIPS) Workshops, 2010 | 17 | 2010 |
| 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 | 15 | 2009 |
