Archivio Istituzionale della RicercaFOSSON, SOPHIE
FOSSON, SOPHIE
Dipartimento di Automatica e Informatica
Fosson, Sophie Marie; Fosson, Sophie M.
017439
A New Framework for Constrained Optimization via Feedback Control of Lagrange Multipliers
2025 Cerone, V.; Fosson, S.; Pirrera, S.; Regruto, D.
COSMO: COmpressed Sensing for Models and logging Optimization in MCU Performance Screening
2025 Bellarmino, Nicolò; Cantoro, Riccardo; Fosson, Sophie M.; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks
2025 Fracastoro, Giulia; Fosson, Sophie M.; Migliorati, Andrea; Calafiore, Giuseppe C.
Self-supervised pretraining and quantization for fault tolerant neural networks: friend or foe?
2025 Milazzo, Rosario; Fosson, Sophie M.; Morra, Lia; Sterpone, Luca
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
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A New Framework for Constrained Optimization via Feedback Control of Lagrange Multipliers / Cerone, V., Fosson, S., Pirrera, S., Regruto, D.. - In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. - ISSN 0018-9286. - 70:11(2025), pp. 7141-7156. [10.1109/TAC.2025.3568651] | 1-gen-2025 | Cerone V.Fosson S.Pirrera S.Regruto D. | A_New_Framework_for_Constrained_Optimization_via_Feedback_Control_of_Lagrange_Multipliers.pdf; CMO_final.pdf |
| COSMO: COmpressed Sensing for Models and logging Optimization in MCU Performance Screening / Bellarmino, N., Cantoro, R., Fosson, S.M., Huch, M., Kilian, T., Schlichtmann, U., Squillero, G.. - In: IEEE TRANSACTIONS ON COMPUTERS. - ISSN 0018-9340. - 74:2(2025), pp. 652-664. [10.1109/tc.2024.3500378] | 1-gen-2025 | Bellarmino, NicolòCantoro, RiccardoFosson, Sophie M.Squillero, Giovanni + | 2023_XXX_Compress_Sensing_Journal_Paper (2).pdf; COSMO_COmpressed_Sensing_for_Models_and_Logging_Optimization_in_MCU_Performance_Screening.pdf |
| Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks / Fracastoro, G., Fosson, S.M., Migliorati, A., Calafiore, G.C.. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - (2025), pp. 1-11. [10.1109/tnnls.2024.3373609] | 1-gen-2025 | Fracastoro, GiuliaFosson, Sophie M.Migliorati, AndreaCalafiore, Giuseppe C. | paper finale.pdf |
| Self-supervised pretraining and quantization for fault tolerant neural networks: friend or foe? / Milazzo, R., Fosson, S.M., Morra, L., Sterpone, L.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 75546-75562. [10.1109/access.2025.3564834] | 1-gen-2025 | Milazzo, RosarioFosson, Sophie M.Morra, LiaSterpone, Luca | Self-Supervised_Pretraining_and_Quantization_for_Fault_Tolerant_Neural_Networks_Friend_or_Foe.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, S.M., Cerone, V., Regruto, D.. - 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, D., Fosson, S.M., Ravazzi, C., Bianchi, T., Magli, E.. - 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, S.M., Abuabiah, M.. - 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, S.M.. - 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, A., Fosson, S.M., Ravazzi, C., Magli, E.. - 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, C., Fosson, S., Bianchi, T., Magli, E.. - 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, G., Fosson, S., Magli, E.. - 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, S., Matamoros, J., Antoan Haro, C., Magli, E.. - 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, C., Fosson, S., Magli, E.. - 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, L., Fraternale, F., Iovieno, M., Fosson, S., Magli, E., Opher, M., Richardson, J.D., Tordella, D.. - 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, F., Fosson, S.. - 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, A., Carrera, D., Fosson, S., Fragneto, P., Grella, M., Ravazzi, C., Magli, E.. - 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, J., Fosson, S., Magli, E., Anton Haro, C.. - 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, C., Fosson, S., Magli, E.. - 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, F., Fosson, S., Ravazzi, C.. - 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 | - |