Message-passing algorithms for compressed sensing DL Donoho, A Maleki, A Montanari
Proceedings of the National Academy of Sciences 106 (45), 18914-18919, 2009
2505 2009 From denoising to compressed sensing CA Metzler, A Maleki, RG Baraniuk
IEEE Transactions on Information Theory 62 (9), 5117-5144, 2016
713 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
553 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
385 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
361 2010 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
315 2013 The noise-sensitivity phase transition in compressed sensing DL Donoho, A Maleki, A Montanari
IEEE Transactions on Information Theory 57 (10), 6920-6941, 2011
315 2011 Optimal data detection in large MIMO C Jeon, R Ghods, A Maleki, C Studer
arXiv preprint arXiv:1811.01917, 2018
185 * 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
170 2012 Approximate message passing algorithms for compressed sensing MA Maleki
Stanford University, 2010
167 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
159 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
147 2016 Does -Minimization Outperform -Minimization? L Zheng, A Maleki, H Weng, X Wang, T Long
IEEE Transactions on Information Theory 63 (11), 6896-6935, 2017
127 * 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
122 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
102 2012 Consistent parameter estimation for lasso and approximate message passing A Mousavi, A Maleki, RG Baraniuk
91 * 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
82 2016 Optimization-Based AMP for Phase Retrieval: The Impact of Initialization and Regularization J Ma, J Xu, A Maleki
IEEE Transactions on Information Theory 65 (6), 3600-3629, 2019
77 * 2019 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
69 * 2020 Adaptive wavelet transform for image compression via directional quincunx lifting CL Chang, A Maleki, B Girod
2005 IEEE 7th Workshop on Multimedia Signal Processing, 1-4, 2005
57 * 2005