sophie fosson
TitleCited byYear
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
412015
Steerable discrete cosine transform
G Fracastoro, SM Fosson, E Magli
IEEE Transactions on Image Processing 26 (1), 303-314, 2016
362016
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
262014
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
232015
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
202016
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), 182, 2015
172015
Distributed soft thresholding for sparse signal recovery
C Ravazzi, SM Fosson, E Magli
2013 IEEE Global Communications Conference (GLOBECOM), 3429-3434, 2013
152013
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
142016
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
132014
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
112015
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
92018
Input driven consensus algorithm for distributed estimation and classification in sensor networks
F Fagnani, SM Fosson, C Ravazzi
2011 50th IEEE Conference on Decision and Control and European Control …, 2011
92011
Energy-saving gossip algorithm for compressed sensing in multi-agent systems
C Ravazzi, SM Fosson, E Magli
2014 IEEE international conference on acoustics, speech and signal …, 2014
82014
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
72016
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
62014
Signal sparsity estimation from compressive noisy projections via γ-sparsified random matrices
C Ravazzi, SM Fosson, T Bianchi, E Magli
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
52016
PISTA: Parallel Iterative Soft Thresholding algorithm for sparse image recovery
A Fiandrotti, SM Fosson, C Ravazzi, E Magli
2013 Picture Coding Symposium (PCS), 325-328, 2013
52013
A linear programming approach to sparse linear regression with quantized data
V Cerone, SM Fosson, D Regruto
arXiv preprint arXiv:1903.07156, 2019
42019
Online optimization in dynamic environments: a regret analysis for sparse problems
SM Fosson
2018 IEEE Conference on Decision and Control (CDC), 7225-7230, 2018
42018
Non-convex approach to binary compressed sensing
SM Fosson
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1959-1963, 2018
42018
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Articles 1–20