Archivio Istituzionale della RicercaFOSSON, SOPHIE
FOSSON, SOPHIE
Dipartimento di Automatica e Informatica
Fosson, Sophie Marie; Fosson, Sophie M.
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COSMO: COmpressed Sensing for Models and logging Optimization in MCU Performance Screening
2024 Bellarmino, Nicolò; Cantoro, Riccardo; Fosson, Sophie M.; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
Centralized and distributed online learning for sparse time-varying optimization
2021 Fosson, S.
Sparse linear regression from perturbed data
2020 Fosson, Sophie M.; Cerone, Vito; Regruto, Diego
Analysis of SparseHash: An efficient embedding of set-similarity via sparse projections
2019 Valsesia, Diego; Fosson, Sophie M.; Ravazzi, Chiara; Bianchi, Tiziano; Magli, Enrico
Recovery of Binary Sparse Signals From Compressed Linear Measurements via Polynomial Optimization
2019 Fosson, Sophie Marie; Abuabiah, Mohammad
A biconvex analysis for Lasso $ell_1$ reweighting
2018 Fosson, Sophie Marie
GPU-accelerated algorithms for compressed signals recovery with application to astronomical imagery deblurring
2018 Fiandrotti, Attilio; Fosson, Sophie M; Ravazzi, Chiara; Magli, Enrico
Sparsity estimation from compressive projections via sparse random matrices
2018 Ravazzi, Chiara; Fosson, Sophie; Bianchi, Tiziano; Magli, Enrico
Steerable Discrete Cosine Transform
2017 Fracastoro, Giulia; Fosson, Sophie; Magli, Enrico
Distributed Recovery of Jointly Sparse Signals Under Communication Constraints
2016 Fosson, Sophie; Matamoros, Javier; Antoan Haro, Carles; Magli, Enrico
Randomized Algorithms for Distributed Nonlinear Optimization Under Sparsity Constraints
2016 Ravazzi, Chiara; Fosson, Sophie; Magli, Enrico
Voyager 2 solar plasma and magnetic field spectral analysis for intermediate data sparsity
2016 Gallana, Luca; Fraternale, Federico; Iovieno, Michele; Fosson, Sophie; Magli, Enrico; Opher, Merav; Richardson, John D.; Tordella, Daniela
Analysis of reduced-search BCJR algorithms for input estimation in a jump linear system
2015 Fagnani, Fabio; Fosson, Sophie
Block-sparsity-based localization in wireless sensor networks
2015 Bay, Alessandro; Carrera, Diego; Fosson, Sophie; Fragneto, Pasqualina; Grella, Marco; Ravazzi, Chiara; Magli, Enrico
Distributed ADMM for In-Network Reconstruction of Sparse Signals With Innovations
2015 Matamoros, Javier; Fosson, Sophie; Magli, Enrico; Anton Haro, Carles
Distributed iterative thresholding for ℓ0/ℓ1-regularized linear inverse problems
2015 Ravazzi, Chiara; Fosson, Sophie; Magli, Enrico
A distributed classification/estimation algorithm for sensor networks
2014 Fagnani, Fabio; Fosson, Sophie; Ravazzi, Chiara
Consensus-like algorithms for estimation of Gaussian mixtures over large scale networks
2014 Fagnani, Fabio; Fosson, Sophie; Ravazzi, Chiara
Binary input reconstruction for linear systems: A performance analysis
2013 Fosson, Sophie
A decoding approach to fault tolerant control of linear systems with quantised disturbance input
2011 Fosson, Sophie
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| COSMO: COmpressed Sensing for Models and logging Optimization in MCU Performance Screening / Bellarmino, Nicolò; Cantoro, Riccardo; Fosson, Sophie M.; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - (2024), pp. 1-13. [10.1109/tc.2024.3500378] | 1-gen-2024 | Bellarmino, NicolòCantoro, RiccardoFosson, Sophie M.Squillero, Giovanni + | 2023_XXX_Compress_Sensing_Journal_Paper (2).pdf |
| Centralized and distributed online learning for sparse time-varying optimization / Fosson, S.. - In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. - ISSN 0018-9286. - 66:6(2021), pp. 2542-2557. [10.1109/TAC.2020.3010242] | 1-gen-2021 | Fosson S. | 09144431.pdf; Centralized_and_Distributed_Online_Learning_for_Sparse_Time-Varying_Optimization.pdf |
| Sparse linear regression from perturbed data / Fosson, Sophie M.; Cerone, Vito; Regruto, Diego. - In: AUTOMATICA. - ISSN 0005-1098. - 122 (109284):(2020). [10.1016/j.automatica.2020.109284] | 1-gen-2020 | Fosson, Sophie M.Cerone, VitoRegruto, Diego | 1-s2.0-S0005109820304830-main.pdf |
| Analysis of SparseHash: An efficient embedding of set-similarity via sparse projections / Valsesia, Diego; Fosson, Sophie M.; Ravazzi, Chiara; Bianchi, Tiziano; Magli, Enrico. - In: PATTERN RECOGNITION LETTERS. - ISSN 0167-8655. - 128:(2019), pp. 93-99. [10.1016/j.patrec.2019.08.014] | 1-gen-2019 | Valsesia, DiegoFosson, Sophie M.Ravazzi, ChiaraBianchi, TizianoMagli, Enrico | 1909.01802.pdf |
| Recovery of Binary Sparse Signals From Compressed Linear Measurements via Polynomial Optimization / Fosson, Sophie Marie; Abuabiah, Mohammad. - In: IEEE SIGNAL PROCESSING LETTERS. - ISSN 1070-9908. - 26:7(2019), pp. 1070-1074. [10.1109/LSP.2019.2919943] | 1-gen-2019 | Fosson, Sophie MarieAbuabiah, Mohammad | 1905.13181.pdf |
| A biconvex analysis for Lasso $ell_1$ reweighting / Fosson, Sophie Marie. - In: IEEE SIGNAL PROCESSING LETTERS. - ISSN 1070-9908. - 25:12(2018), pp. 1795-1799. [10.1109/LSP.2018.2875251] | 1-gen-2018 | Fosson, Sophie Marie | source_fosson_corrected.pdf; 08488573.pdf |
| GPU-accelerated algorithms for compressed signals recovery with application to astronomical imagery deblurring / Fiandrotti, Attilio; Fosson, Sophie M; Ravazzi, Chiara; Magli, Enrico. - In: INTERNATIONAL JOURNAL OF REMOTE SENSING. - ISSN 0143-1161. - 39:7(2018), pp. 2043-2065. [10.1080/01431161.2017.1356489] | 1-gen-2018 | Fiandrotti, AttilioFosson, Sophie MMagli, Enrico + | GPU.pdf |
| Sparsity estimation from compressive projections via sparse random matrices / Ravazzi, Chiara; Fosson, Sophie; Bianchi, Tiziano; Magli, Enrico. - In: EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING. - ISSN 1687-6180. - ELETTRONICO. - 2018:1(2018), pp. 1-18. [10.1186/s13634-018-0578-0] | 1-gen-2018 | Ravazzi, ChiaraFosson, SophieBianchi, TizianoMagli, Enrico | rava_JASP2018.pdf |
| Steerable Discrete Cosine Transform / Fracastoro, Giulia; Fosson, Sophie; Magli, Enrico. - In: IEEE TRANSACTIONS ON IMAGE PROCESSING. - ISSN 1057-7149. - STAMPA. - 26:1(2017), pp. 303-314. [10.1109/TIP.2016.2623489] | 1-gen-2017 | FRACASTORO, GIULIAFOSSON, SOPHIEMAGLI, ENRICO | tip_v6.1.pdf; 07726059.pdf |
| Distributed Recovery of Jointly Sparse Signals Under Communication Constraints / Fosson, Sophie; Matamoros, Javier; Antoan Haro, Carles; Magli, Enrico. - In: IEEE TRANSACTIONS ON SIGNAL PROCESSING. - ISSN 1053-587X. - 64:13(2016), pp. 3470-3482. [10.1109/TSP.2016.2548990] | 1-gen-2016 | FOSSON, SOPHIEMAGLI, ENRICO + | DJIST_v4.1.pdf; 07445229.pdf |
| Randomized Algorithms for Distributed Nonlinear Optimization Under Sparsity Constraints / Ravazzi, Chiara; Fosson, Sophie; Magli, Enrico. - In: IEEE TRANSACTIONS ON SIGNAL PROCESSING. - ISSN 1053-587X. - 64:6(2016), pp. 1420-1434. [10.1109/TSP.2015.2500887] | 1-gen-2016 | RAVAZZI, CHIARAFOSSON, SOPHIEMAGLI, ENRICO | double_final.pdf |
| Voyager 2 solar plasma and magnetic field spectral analysis for intermediate data sparsity / Gallana, Luca; Fraternale, Federico; Iovieno, Michele; Fosson, Sophie; Magli, Enrico; Opher, Merav; Richardson, John D.; Tordella, Daniela. - In: JOURNAL OF GEOPHYSICAL RESEARCH. SPACE PHYSICS. - ISSN 2169-9380. - ELETTRONICO. - 121:5(2016), pp. 3905-3919. [10.1002/2015JA021830] | 1-gen-2016 | GALLANA, LUCAFRATERNALE, FEDERICOIOVIENO, MICHELEFOSSON, SOPHIEMAGLI, ENRICOTORDELLA, Daniela + | 10.1002_2015JA021830_light.pdf; jgra52632-sup-0001-supinfo.pdf |
| Analysis of reduced-search BCJR algorithms for input estimation in a jump linear system / Fagnani, Fabio; Fosson, Sophie. - In: SIGNAL PROCESSING. - ISSN 0165-1684. - ELETTRONICO. - 108:(2015), pp. 341-350. [10.1016/j.sigpro.2014.09.027] | 1-gen-2015 | FAGNANI, FABIOFOSSON, SOPHIE | - |
| Block-sparsity-based localization in wireless sensor networks / Bay, Alessandro; Carrera, Diego; Fosson, Sophie; Fragneto, Pasqualina; Grella, Marco; Ravazzi, Chiara; Magli, Enrico. - In: EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING. - ISSN 1687-1499. - ELETTRONICO. - 2015:182(2015), pp. 1-15. [10.1186/s13638-015-0410-6] | 1-gen-2015 | BAY, ALESSANDROFOSSON, SOPHIERAVAZZI, CHIARAMAGLI, ENRICO + | s13638-015-0410-6.pdf |
| Distributed ADMM for In-Network Reconstruction of Sparse Signals With Innovations / Matamoros, Javier; Fosson, Sophie; Magli, Enrico; Anton Haro, Carles. - In: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS. - ISSN 2373-776X. - ELETTRONICO. - 1:4(2015), pp. 225-234. [10.1109/TSIPN.2015.2497087] | 1-gen-2015 | FOSSON, SOPHIEMAGLI, ENRICO + | FinalVersion_29092015.pdf |
| Distributed iterative thresholding for ℓ0/ℓ1-regularized linear inverse problems / Ravazzi, Chiara; Fosson, Sophie; Magli, Enrico. - In: IEEE TRANSACTIONS ON INFORMATION THEORY. - ISSN 0018-9448. - STAMPA. - 61:4(2015), pp. 2081-2100. [10.1109/TIT.2015.2403263] | 1-gen-2015 | RAVAZZI, CHIARAFOSSON, SOPHIEMAGLI, ENRICO | preprint.pdf; 07041200.pdf |
| A distributed classification/estimation algorithm for sensor networks / Fagnani, Fabio; Fosson, Sophie; Ravazzi, Chiara. - In: SIAM JOURNAL ON CONTROL AND OPTIMIZATION. - ISSN 0363-0129. - STAMPA. - 52:1(2014), pp. 189-218. [10.1137/120876873] | 1-gen-2014 | FAGNANI, FABIOFOSSON, SOPHIERAVAZZI, CHIARA | - |
| Consensus-like algorithms for estimation of Gaussian mixtures over large scale networks / Fagnani, Fabio; Fosson, Sophie; Ravazzi, Chiara. - In: MATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES. - ISSN 0218-2025. - ELETTRONICO. - 24:02(2014), pp. 381-404. [10.1142/S0218202513400125] | 1-gen-2014 | FAGNANI, FABIOFOSSON, SOPHIERAVAZZI, CHIARA | - |
| Binary input reconstruction for linear systems: A performance analysis / Fosson, Sophie. - In: NONLINEAR ANALYSIS. - ISSN 1751-570X. - STAMPA. - 7:1(2013), pp. 54-67. [10.1016/j.nahs.2012.07.007] | 1-gen-2013 | FOSSON, SOPHIE | - |
| A decoding approach to fault tolerant control of linear systems with quantised disturbance input / Fosson, Sophie. - In: INTERNATIONAL JOURNAL OF CONTROL. - ISSN 0020-7179. - STAMPA. - 84:11(2011), pp. 1779-1795. [10.1080/00207179.2011.626455] | 1-gen-2011 | FOSSON, SOPHIE | MyPaperIJC.pdf |