Steerable discrete cosine transform G Fracastoro, SM Fosson, E Magli IEEE Transactions on Image Processing 26 (1), 303-314, 2016 | 66 | 2016 |
Distributed iterative thresholding for ℓ0/ℓ1-regularized linear inverse problems C Ravazzi, SM Fosson, E Magli IEEE Transactions on Information Theory 61 (4), 2081-2100, 2015 | 56 | 2015 |
Distributed ADMM for in-network reconstruction of sparse signals with innovations J Matamoros, SM Fosson, E Magli, C Antón-Haro IEEE Transactions on Signal and Information Processing over Networks 1 (4 …, 2015 | 33 | 2015 |
A distributed classification/estimation algorithm for sensor networks F Fagnani, SM Fosson, C Ravazzi SIAM Journal on Control and Optimization 52 (1), 189-218, 2014 | 33 | 2014 |
Distributed recovery of jointly sparse signals under communication constraints SM Fosson, J Matamoros, C Antón-Haro, E Magli IEEE Transactions on Signal Processing 64 (13), 3470-3482, 2016 | 31 | 2016 |
Block-sparsity-based localization in wireless sensor networks A Bay, D Carrera, SM Fosson, P Fragneto, M Grella, C Ravazzi, E Magli EURASIP Journal on Wireless Communications and Networking 2015, 1-15, 2015 | 23 | 2015 |
Voyager 2 solar plasma and magnetic field spectral analysis for intermediate data sparsity L Gallana, F Fraternale, M Iovieno, SM Fosson, E Magli, M Opher, ... Journal of Geophysical Research: Space Physics 121 (5), 3905-3919, 2016 | 21 | 2016 |
Centralized and distributed online learning for sparse time-varying optimization SM Fosson IEEE Transactions on Automatic Control 66 (6), 2542-2557, 2020 | 19 | 2020 |
Randomized algorithms for distributed nonlinear optimization under sparsity constraints C Ravazzi, SM Fosson, E Magli IEEE Transactions on Signal Processing 64 (6), 1420-1434, 2015 | 19 | 2015 |
Distributed soft thresholding for sparse signal recovery C Ravazzi, SM Fosson, E Magli 2013 IEEE Global Communications Conference (GLOBECOM), 3429-3434, 2013 | 19 | 2013 |
Sparsity-promoting sensor selection with energy harvesting constraints M Calvo-Fullana, J Matamoros, C Antón-Haro, SM Fosson 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 18 | 2016 |
GPU-accelerated algorithms for compressed signals recovery with application to astronomical imagery deblurring A Fiandrotti, SM Fosson, C Ravazzi, E Magli International journal of remote sensing 39 (7), 2043-2065, 2018 | 15 | 2018 |
Sparsity estimation from compressive projections via sparse random matrices C Ravazzi, S Fosson, T Bianchi, E Magli EURASIP Journal on Advances in Signal Processing 2018, 1-18, 2018 | 14 | 2018 |
Recovery of binary sparse signals from compressed linear measurements via polynomial optimization SM Fosson, M Abuabiah IEEE Signal Processing Letters 26 (7), 1070-1074, 2019 | 13 | 2019 |
Distributed support detection of jointly sparse signals SM Fosson, J Matamoros, C Antén-Haro, E Magli 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 13 | 2014 |
Online optimization in dynamic environments: a regret analysis for sparse problems SM Fosson 2018 IEEE Conference on Decision and Control (CDC), 7225-7230, 2018 | 12 | 2018 |
Non-convex approach to binary compressed sensing SM Fosson 2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1959-1963, 2018 | 12 | 2018 |
Sparse linear regression from perturbed data SM Fosson, V Cerone, D Regruto Automatica 122, 109284, 2020 | 11 | 2020 |
A Biconvex Analysis for LassoReweighting SM Fosson IEEE Signal Processing Letters 25 (12), 1795-1799, 2018 | 11 | 2018 |
Consensus-like algorithms for estimation of Gaussian mixtures over large scale networks F Fagnani, SM Fosson, C Ravazzi Mathematical Models and Methods in Applied Sciences 24 (02), 381-404, 2014 | 11 | 2014 |