sophie fosson
sophie fosson
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Citata da
Citata da
Steerable discrete cosine transform
G Fracastoro, SM Fosson, E Magli
IEEE Transactions on Image Processing 26 (1), 303-314, 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
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
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
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
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
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
Centralized and distributed online learning for sparse time-varying optimization
SM Fosson
IEEE Transactions on Automatic Control 66 (6), 2542-2557, 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
Distributed soft thresholding for sparse signal recovery
C Ravazzi, SM Fosson, E Magli
2013 IEEE Global Communications Conference (GLOBECOM), 3429-3434, 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
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
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
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
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
Online optimization in dynamic environments: a regret analysis for sparse problems
SM Fosson
2018 IEEE Conference on Decision and Control (CDC), 7225-7230, 2018
Non-convex approach to binary compressed sensing
SM Fosson
2018 52nd Asilomar Conference on Signals, Systems, and Computers, 1959-1963, 2018
A Biconvex Analysis for LassoReweighting
SM Fosson
IEEE Signal Processing Letters 25 (12), 1795-1799, 2018
Sparse linear regression from perturbed data
SM Fosson, V Cerone, D Regruto
Automatica 122, 109284, 2020
A linear programming approach to sparse linear regression with quantized data
V Cerone, SM Fosson, D Regruto
2019 American Control Conference (ACC), 2990-2995, 2019
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