Message-passing algorithms for compressed sensing DL Donoho, A Maleki, A Montanari
Proceedings of the National Academy of Sciences 106 (45), 18914-18919, 2009
2660 2009 From denoising to compressed sensing CA Metzler, A Maleki, RG Baraniuk
IEEE Transactions on Information Theory 62 (9), 5117-5144, 2016
760 2016 Message passing algorithms for compressed sensing: I. motivation and construction DL Donoho, A Maleki, A Montanari
2010 IEEE information theory workshop on information theory (ITW 2010, Cairo …, 2010
592 2010 Reproducible research in computational harmonic analysis DL Donoho, A Maleki, IU Rahman, M Shahram, V Stodden
Computing in Science & Engineering 11 (1), 8-18, 2008
394 2008 Optimally tuned iterative reconstruction algorithms for compressed sensing A Maleki, DL Donoho
IEEE Journal of Selected Topics in Signal Processing 4 (2), 330-341, 2010
365 2010 The noise-sensitivity phase transition in compressed sensing DL Donoho, A Maleki, A Montanari
IEEE Transactions on Information Theory 57 (10), 6920-6941, 2011
323 2011 Asymptotic analysis of complex LASSO via complex approximate message passing (CAMP) A Maleki, L Anitori, Z Yang, RG Baraniuk
IEEE Transactions on Information Theory 59 (7), 4290-4308, 2013
321 2013 Optimal data detection in large MIMO C Jeon, R Ghods, A Maleki, C Studer
arXiv preprint arXiv:1811.01917, 2018
191 * 2018 Design and analysis of compressed sensing radar detectors L Anitori, A Maleki, M Otten, RG Baraniuk, P Hoogeboom
IEEE Transactions on Signal Processing 61 (4), 813-827, 2012
177 2012 Approximate message passing algorithms for compressed sensing A Maleki
Stanford University, 2010
171 2010 Message passing algorithms for compressed sensing: II. Analysis and validation DL Donoho, A Maleki, A Montanari
2010 IEEE Information Theory Workshop on Information Theory (ITW 2010, Cairo …, 2010
166 2010 Global analysis of expectation maximization for mixtures of two gaussians J Xu, DJ Hsu, A Maleki
Advances in Neural Information Processing Systems 29, 2016
164 2016 Does L Zheng, A Maleki, H Weng, X Wang, T Long
IEEE Transactions on Information Theory 63 (11), 6896-6935, 2017
129 * 2017 Iterative thresholding algorithm for sparse inverse covariance estimation B Rolfs, B Rajaratnam, D Guillot, I Wong, A Maleki
Advances in Neural Information Processing Systems 25, 2012
128 2012 VLSI design of approximate message passing for signal restoration and compressive sensing P Maechler, C Studer, DE Bellasi, A Maleki, A Burg, N Felber, H Kaeslin, ...
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 2 (3 …, 2012
104 2012 Consistent parameter estimation for lasso and approximate message passing A Mousavi, A Maleki, RG Baraniuk
92 * 2018 BM3D-PRGAMP: Compressive phase retrieval based on BM3D denoising CA Metzler, A Maleki, RG Baraniuk
2016 IEEE International Conference on Image Processing (ICIP), 2504-2508, 2016
92 2016 A scalable estimate of the out-of-sample prediction error via approximate leave-one-out cross-validation KR Rad, A Maleki
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2020
80 * 2020 Optimization-Based AMP for Phase Retrieval: The Impact of Initialization and J Ma, J Xu, A Maleki
IEEE Transactions on Information Theory 65 (6), 3600-3629, 2019
80 * 2019 Which bridge estimator is the best for variable selection? S Wang, H Weng, A Maleki
59 * 2020 