Andrea Migliorati

According to our database, Andrea Migliorati authored at least 10 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Playing the Lottery With Concave Regularizers for Sparse Trainable Neural Networks.

Giulia Fracastoro, Sophie M. Fosson, Andrea Migliorati, Giuseppe Carlo Calafiore

IEEE Trans. Neural Networks Learn. Syst., March, 2025

2024

Cancelable templates for secure face verification based on deep learning and random projections.

Arslan Ali, Andrea Migliorati, Tiziano Bianchi, Enrico Magli

EURASIP J. Inf. Secur., December, 2024

Ternary Neural Networks for Gait Identification in Wearable Devices.

Giacomo Agnetti, Andrea Migliorati, Daniele Mari, Tiziano Bianchi, Simone Milani, Enrico Magli

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2024

ConQ: Binary Quantization of Neural Networks via Concave Regularization.

Andrea Migliorati, Giulia Fracastoro, Sophie M. Fosson, Tiziano Bianchi, Enrico Magli

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Sparsification of Deep Neural Networks via Ternary Quantization.

Luca Dordoni, Andrea Migliorati, Giulia Fracastoro, Sophie M. Fosson, Tiziano Bianchi, Enrico Magli

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023

Gaussian class-conditional simplex loss for accurate, adversarially robust deep classifier training.

Arslan Ali, Andrea Migliorati, Tiziano Bianchi, Enrico Magli

EURASIP J. Inf. Secur., December, 2023

Onboard Processing Capabilities of an Earth Observation Compressive Sensing Payload.

Tiziano Bianchi, Martina Cilia, Enrico Magli, Andrea Migliorati, Nicola Prette, Diego Valsesia

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2021

Learnable Descriptors for Visual Search.

Andrea Migliorati, Attilio Fiandrotti, Gianluca Francini, Riccardo Leonardi

IEEE Trans. Image Process., 2021

2020

Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification.

Arslan Ali, Andrea Migliorati, Tiziano Bianchi, Enrico Magli

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2018

Feature Fusion for Robust Patch Matching with Compact Binary Descriptors.

Andrea Migliorati, Attilio Fiandrotti, Gianluca Francini, Skjalg Lepsøy, Riccardo Leonardi

Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018