| Compressed channel sensing: A new approach to estimating sparse multipath channels WU Bajwa, J Haupt, AM Sayeed, R Nowak Proceedings of the IEEE 98 (6), 1058-1076, 2010 | 1338 | 2010 |
| Signal reconstruction from noisy random projections J Haupt, R Nowak IEEE Transactions on Information Theory 52 (9), 4036-4048, 2006 | 779 | 2006 |
| Compressed sensing for networked data J Haupt, WU Bajwa, M Rabbat, R Nowak IEEE Signal Processing Magazine 25 (2), 92-101, 2008 | 721 | 2008 |
| Toeplitz compressed sensing matrices with applications to sparse channel estimation J Haupt, WU Bajwa, G Raz, R Nowak IEEE transactions on information theory 56 (11), 5862-5875, 2010 | 570 | 2010 |
| Compressive wireless sensing W Bajwa, J Haupt, A Sayeed, R Nowak Proceedings of the 5th international conference on Information processing in …, 2006 | 481 | 2006 |
| Toeplitz-structured compressed sensing matrices WU Bajwa, JD Haupt, GM Raz, SJ Wright, RD Nowak 2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 294-298, 2007 | 437 | 2007 |
| Compressed channel sensing WU Bajwa, J Haupt, G Raz, R Nowak 2008 42nd Annual Conference on Information Sciences and Systems, 5-10, 2008 | 289 | 2008 |
| Joint source–channel communication for distributed estimation in sensor networks WU Bajwa, JD Haupt, AM Sayeed, RD Nowak IEEE Transactions on Information Theory 53 (10), 3629-3653, 2007 | 223 | 2007 |
| Decentralized compression and predistribution via randomized gossiping M Rabbat, J Haupt, A Singh, R Nowak Proceedings of the 5th international conference on Information processing in …, 2006 | 208 | 2006 |
| Distilled sensing: Adaptive sampling for sparse detection and estimation J Haupt, RM Castro, R Nowak IEEE Transactions on Information Theory 57 (9), 6222-6235, 2011 | 181 | 2011 |
| Compressive sampling for signal detection J Haupt, R Nowak 2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007 | 179 | 2007 |
| Compressive sampling for signal classification J Haupt, R Castro, R Nowak, G Fudge, A Yeh 2006 Fortieth Asilomar Conference on Signals, Systems and Computers, 1430-1434, 2006 | 150 | 2006 |
| A Nyquist folding analog-to-information receiver GL Fudge, RE Bland, MA Chivers, S Ravindran, J Haupt, PE Pace 2008 42nd Asilomar Conference on Signals, Systems and Computers, 541-545, 2008 | 100 | 2008 |
| Compressive distilled sensing: Sparse recovery using adaptivity in compressive measurements JD Haupt, RG Baraniuk, RM Castro, RD Nowak 2009 Conference Record of the Forty-Third Asilomar Conference on Signals …, 2009 | 96 | 2009 |
| Adaptive sensing for sparse signal recovery J Haupt, R Nowak, R Castro 2009 IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal …, 2009 | 85 | 2009 |
| Sequentially designed compressed sensing J Haupt, R Baraniuk, R Castro, R Nowak 2012 IEEE Statistical Signal Processing Workshop (SSP), 401-404, 2012 | 81 | 2012 |
| Stochastic variance reduced optimization for nonconvex sparse learning X Li, T Zhao, R Arora, H Liu, J Haupt International Conference on Machine Learning, 917-925, 2016 | 77 | 2016 |
| On tighter generalization bound for deep neural networks: Cnns, resnets, and beyond X Li, J Lu, Z Wang, J Haupt, T Zhao arXiv preprint arXiv:1806.05159, 2018 | 72 | 2018 |
| Identifying outliers in large matrices via randomized adaptive compressive sampling X Li, J Haupt IEEE Transactions on Signal Processing 63 (7), 1792-1807, 2015 | 63 | 2015 |
| On the restricted isometry of deterministically subsampled Fourier matrices J Haupt, L Applebaum, R Nowak 2010 44th Annual Conference on Information Sciences and Systems (CISS), 1-6, 2010 | 63 | 2010 |
