SOPHIE FOSSON

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Ricercatore a tempo determinato Legge 240/10 art.24-B

+39 0110907025 / 7025 (DAUIN)

Pubblicazioni più recenti

Fosson, Sophie M.; Cerone, V.; Regruto, D.; Abdalla, T. (2021)
A Concave Approach to Errors-In-Variables Sparse Linear System Identification. In: the 19th IFAC Symposium on System Identification, pp. 298-303 Download fulltext
Fosson, Sophie M.; Regruto Tomalino, Diego; Abdalla, Talal Almutaz Almansi; Salam, Abdul (2021)
A convex optimization approach to online set-membership EIV identification of LTV systems. In: The 2021 60th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE), Tokyo (Japan), 8-10 Sept. 2021, pp. 1442-1447. ISBN: 978-1-6654-0591-1
Fosson, Sophie M.; Cerone, Vito; Regruto, Diego (2020)
Sparse linear regression from perturbed data. In: AUTOMATICA, vol. 122. ISSN 0005-1098
Cerone, Vito; Fosson, Sophie; Regruto Tomalino, Diego (2020)
Enhancing low-rank solutions in semidefinite relaxations of Boolean quadratic problems. In: 21th IFAC World Congress, Berlin, Germany (Virtual), July 12-17, 2020, pp. 1894-1899 Download fulltext
Cerone, V.; Fosson, S.; Regruto, D.; Salam, A. (2020)
Sparse learning with concave regularization: relaxation of the irrepresentable condition. In: 59th IEEE Conference on Decision and Control (CDC), Jeju Island (Republic of Korea), December 14-18, 2020, pp. 396-401 Download fulltext
Cerone, V.; Fosson, S.; Regruto, D.; Abdalla, T. (2020)
A recursive approach for set-membership EIV identification of LTV systems with bounded variation. In: 2020 IEEE 59th Conference on Decision and Control (CDC), Jeju Island (Republic of Korea), December 14-18, 2020, pp. 3951-3956
Cerone, V.; Fosson, S.; Regruto, D.; Salam, A. (2020)
Bode envelope bounds computation for linear time-invariant systems affected by semialgebraic parametric uncertainty. In: 16th IEEE international conference on control & automation (ICCA 2020), Sapporo, Hokkaido, Japan, October 9-11, 2020, pp. 247-252
Fosson, S. (2020)
Centralized and distributed online learning for sparse time-varying optimization. In: IEEE TRANSACTIONS ON AUTOMATIC CONTROL. ISSN 0018-9286 Download fulltext
Cerone, V.; Fosson, S.; Regruto, D. (2019)
Sparse linear regression with compressed and low-precision data via concave quadratic programming. In: IEEE Conference on Decision and Control (CDC), Nice (France), 11-13 Dicembre 2019, pp. 6971-6976 Download fulltext
Cerone, V.; Fosson, S. M.; Regruto, D. (2019)
A linear programming approach to sparse linear regression with quantized data. In: IEEE American Control Conference (ACC), Philadelphia, 10-12 luglio 2019, pp. 2990-2995. ISBN: 978-1-5386-7926-5
Valsesia, Diego; Fosson, Sophie M.; Ravazzi, Chiara; Bianchi, Tiziano; Magli, Enrico (2019)
Analysis of SparseHash: An efficient embedding of set-similarity via sparse projections. In: PATTERN RECOGNITION LETTERS, vol. 128, pp. 93-99. ISSN 0167-8655 Download fulltext
Fosson, Sophie M.; Garin, Federica; Gracy, Sebin; Kibangou, Alain Y.; Swart, Dennis (2019)
Input and state estimation exploiting input sparsity. In: 2019 18th European Control Conference (ECC), Napoli, 25-28 giugno 2019, pp. 2344-2349. ISBN: 978-3-907144-00-8 Download fulltext
Fosson, Sophie (2019)
Advances in the recovery of binary sparse signals. In: Signal Processing with Adaptive Sparse Structured Representations (SPARS) Workshop 2019, Toulouse (France), 1-4 luglio 2019 Download fulltext
Fosson, Sophie Marie; Abuabiah, Mohammad (2019)
Recovery of Binary Sparse Signals From Compressed Linear Measurements via Polynomial Optimization. In: IEEE SIGNAL PROCESSING LETTERS, vol. 26, pp. 1070-1074. ISSN 1070-9908 Download fulltext
Fosson, Sophie M. (2019)
Non-convex approach to binary compressed sensing. In: 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018, Asilomar, CA, USA, 2018, pp. 1959-1963. ISSN 1058-6393. ISBN: 9781538692189 Download fulltext
Fosson, Sophie M. (2018)
Online Optimization in Dynamic Environments: A Regret Analysis for Sparse Problems. In: IEEE CONFERENCE ON DECISION AND CONTROL (CDC), Miami, FL, USA, Dicembre 2018, pp. 7225-7230. ISBN: 978-1-5386-1395-5 Download fulltext
Fosson, Sophie Marie (2018)
A biconvex analysis for Lasso $ell_1$ reweighting. In: IEEE SIGNAL PROCESSING LETTERS, vol. 25, pp. 1795-1799. ISSN 1070-9908 Download fulltext
Ravazzi, Chiara; Fosson, Sophie; Bianchi, Tiziano; Magli, Enrico (2018)
Sparsity estimation from compressive projections via sparse random matrices. In: EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, vol. 2018, pp. 1-18. ISSN 1687-6180 Download fulltext
Fiandrotti, Attilio; Fosson, Sophie M; Ravazzi, Chiara; Magli, Enrico (2018)
GPU-accelerated algorithms for compressed signals recovery with application to astronomical imagery deblurring. In: INTERNATIONAL JOURNAL OF REMOTE SENSING, vol. 39, pp. 2043-2065. ISSN 0143-1161 Download fulltext
Fosson, Sophie; Javier, Matamoros; Maria, Gregori; Magli, Enrico (2017)
Online convex optimization meets sparsity. In: Signal Processing with Adaptive Sparse Structured Representations (SPARS) 2017, Lisbona (PT), June 5-8, 2017 Download fulltext
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