Hatef Monajemi
TitleCited byYear
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
Recurrent generative adversarial networks for proximal learning and automated compressive image recovery
M Mardani, H Monajemi, V Papyan, S Vasanawala, D Donoho, J Pauly
arXiv preprint arXiv:1711.10046, 2017
Neural proximal gradient descent for compressive imaging
M Mardani, Q Sun, D Donoho, V Papyan, H Monajemi, S Vasanawala, ...
Advances in Neural Information Processing Systems, 9573-9583, 2018
Making massive computational experiments painless
H Monajemi, DL Donoho, V Stodden
2016 IEEE International Conference on Big Data (Big Data), 2368-2373, 2016
A scalable parallel uncertainty analysis and data assimilation framework applied to some hydraulic problems
W Subber, H Monajemi, M Khalil, A Sarkar
International Symposium on Uncertainties in Hydrologic and Hydraulic …, 2008
Phase transitions in deterministic compressed sensing, with application to magnetic resonance spectroscopy
H Monajemi
Statististics, 2016
Sparsity/undersampling tradeoffs in anisotropic undersampling, with applications in MR imaging/spectroscopy
H Monajemi, DL Donoho
Information and Inference: A Journal of the IMA 8 (3), 531-576, 2018
Ambitious Data Science Can Be Painless
H Monajemi, R Murri, E Jonas, P Liang, V Stodden, DL Donoho
arXiv preprint arXiv:1901.08705, 2019
Incoherence of partial-component sampling in multidimensional NMR
H Monajemi, DL Donoho, JC Hoch, AD Schuyler
arXiv preprint arXiv:1702.01830, 2017
Threshold Selection for Total Variation Denoising
S Sardy, H Monajemi
arXiv preprint arXiv:1605.01438, 2016
Efficient Threshold Selection for Multivariate Total Variation Denoising
S Sardy, H Monajemi
Journal of Computational and Graphical Statistics 28 (1), 23-35, 2019
Nonparametric estimation of galaxy cluster's emissivity and point source detection in astrophysics with two lasso penalties
J Diaz-Rodriguez, D Eckert, H Monajemi, S Paltani, S Sardy
arXiv preprint arXiv:1703.00654, 2017
Data Assimilation for Shallow Water Waves: Application to Flood Forecasting
H Monajemi
Carleton University, 2009
An Improved Data Assimilation Scheme for High Dimensional Nonlinear Systems
H Monajemi, PK Kitanidis
arXiv preprint arXiv:1208.0065, 2012
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Articles 1–14