Matteo Gambella

According to our database, Matteo Gambella authored at least 10 papers between 2022 and 2025.

Collaborative distances:

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

2025

SEAL: Searching Expandable Architectures for Incremental Learning.

Matteo Gambella, Vicente Javier Castro Solar, Manuel Roveri

CoRR, May, 2025

DYNAMAX: Dynamic computing for Transformers and Mamba based architectures.

Miguel Nogales, Matteo Gambella, Manuel Roveri

CoRR, April, 2025

Architecture-Aware Minimization (A²M): How to Find Flat Minima in Neural Architecture Search.

Matteo Gambella, Fabrizio Pittorino, Manuel Roveri

CoRR, March, 2025

ZO-DARTS++: An Efficient and Size-Variable Zeroth-Order Neural Architecture Search Algorithm.

Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manual Roveri, Matteo Matteucci, Qingjiang Shi

CoRR, March, 2025

2024

A Lightweight Neural Architecture Search Model for Medical Image Classification.

Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi

CoRR, 2024

NACHOS: Neural Architecture Search for Hardware Constrained Early Exit Neural Networks.

Matteo Gambella, Jary Pomponi, Simone Scardapane, Manuel Roveri

CoRR, 2024

FlatNAS: optimizing Flatness in Neural Architecture Search for Out-of-Distribution Robustness.

Matteo Gambella, Fabrizio Pittorino, Manuel Roveri

Proceedings of the International Joint Conference on Neural Networks, 2024

An Efficient Neural Architecture Search Model for Medical Image Classification.

Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

EDANAS: Adaptive Neural Architecture Search for Early Exit Neural Networks.

Matteo Gambella, Manuel Roveri

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

CNAS: Constrained Neural Architecture Search.

Matteo Gambella, Alessandro Falcetta, Manuel Roveri

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022