| 2025 | ICIAP | Fault Tolerant Multi-object Tracking via Temporal Consistency Filtering. | Rosario Milazzo, Sophie M. Fosson, Lia Morra, Luca Sterpone |
| 2024 | DDECS | On the Fault Tolerance of Self-Supervised Training in Convolutional Neural Networks. | Rosario Milazzo, Vincenzo De Marco, Corrado De Sio, Sophie M. Fosson, Lia Morra, Luca Sterpone |
| 2018 | ACSSC | Non-convex approach to binary compressed sensing. | Sophie M. Fosson |
| 2016 | ICASSP | Sparsity-promoting sensor selection with energy harvesting constraints. | Miguel Calvo-Fullana, Javier Matamoros, Carles Antn-Haro, Sophie M. Fosson |
| 2016 | ICASSP | Signal sparsity estimation from compressive noisy projections via γ-sparsified random matrices. | Chiara Ravazzi, Sophie M. Fosson, Tiziano Bianchi, Enrico Magli |
| 2016 | MMSP | Low-power distributed sparse recovery testbed on wireless sensor networks. | Riccardo R. De Lucia, Sophie M. Fosson, Enrico Magli |
| 2015 | MMSP | Dictionary design for sensor network localization via block-sparsity. | Alessandro Bay, Diego Carrera, Sophie M. Fosson, Pasqualina Fragneto, Marco Grella, Chiara Ravazzi, Enrico Magli |
| 2014 | ICASSP | Distributed support detection of jointly sparse signals. | Sophie M. Fosson, Javier Matamoros, Carles Antn-Haro, Enrico Magli |
| 2014 | ICASSP | Energy-saving gossip algorithm for compressed sensing in multi-agent systems. | Chiara Ravazzi, Sophie M. Fosson, Enrico Magli |
| 2013 | GLOBECOM | Distributed soft thresholding for sparse signal recovery. | Chiara Ravazzi, Sophie M. Fosson, Enrico Magli |
| 2013 | PCS | PISTA: Parallel Iterative Soft Thresholding algorithm for sparse image recovery. | Attilio Fiandrotti, Sophie M. Fosson, Chiara Ravazzi, Enrico Magli |