Matteo Calligiuri, Francesco Barbato, Pietro Zanuttigh and Francesco Restuccia
Transactions on Machine Learning Research
Category: Conference
FIDEI: Hyperparameter-Free Out-of-Distribution Detection
AQM Sazzad Sayyed, Nathaniel D. Bastian and Francesco Restuccia
Proceedings of the Winter Conference on Applications of Computer Vision (WACV)
Simplex Regularization Improves Out-of-Distribution Detection on Graphs
AQM Sazzad Sayyed, Nathaniel D. Bastian and Francesco Restuccia
Preprint
On the Fragility of Out-of-Distribution Detectors Under Model Updates
AQM Sazzad Sayyed, Nathaniel D. Bastian and Francesco Restuccia
Preprint
Implicit Sheaf Operators for Effective and Efficient Cellular Sheaf Learning
Gabriele Onorato, Dario Loi, Cristian Apostol, Nathaniel D. Bastian, Francesco Restuccia
Preprint
PLACE: Patch-Level Agnostic Concept Extraction
Gabriele Onorato, Fabrizio Silvestri, Nathaniel D. Bastian, Francesco Restuccia
Preprint
Multi-TAB: Multi-View Inference at the Edge with Resource-Aware Split Computing
Tanzil Bin Hassan, Kevin S. Chan, Fikadu Dagefu, Jonathan Ashdown, Flavio Esposito, Francesco Restuccia
Proceedings of IEEE WOWMOM 2026 (Best Paper Award)
SpikeCSI: CSI Feedback Compression for MIMOWireless Systems using Spiking Neural Networks
Eduardo David Lotto, Eleonora Cicciarella, Francesco Restuccia, Francesca Meneghello
Proceedings of the 24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt)
Credal Rate-Distortion Theory
N. Bonacorsi, M.Caprio, F. Meneghello, and F. Restuccia
Proc. of IEEE Information Theory Workshop (ITW 2026)
BeamID: Domain-Adaptive Radio Fingerprinting with MIMO Beamforming Feedback
K. F. Haque, F. Meneghello, and F. Restuccia
Proc. of IEEE International Conference on Network Softwarization (NetSoft 2026)