Andrea Mattia Garavagno

According to our database, Andrea Mattia Garavagno authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Searching Neural Architectures for Sensor Nodes on IoT Gateways.

Andrea Mattia Garavagno, Edoardo Ragusa, Antonio Frisoli, Paolo Gastaldo

CoRR, May, 2025

On-Device Neural Architecture Search.

Andrea Mattia Garavagno, Edoardo Ragusa, Paolo Gastaldo, Antonio Frisoli, Claudio Loconsole

Proceedings of the IEEE International Conference on Consumer Electronics, 2025

2024

ColabNAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor.

Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli

Future Gener. Comput. Syst., March, 2024

Running hardware-aware neural architecture search on embedded devices under 512MB of RAM.

Andrea Mattia Garavagno, Edoardo Ragusa, Antonio Frisoli, Paolo Gastaldo

Proceedings of the IEEE International Conference on Consumer Electronics, 2024

2023

A hardware-aware neural architecture search algorithm targeting low-end microcontrollers.

Andrea Mattia Garavagno, Edoardo Ragusa, Antonio Frisoli, Paolo Gastaldo

Proceedings of the 18th Conference on Ph.D Research in Microelectronics and Electronics, 2023

2022

Colab NAS: Obtaining lightweight task-specific convolutional neural networks following Occam's razor.

Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli

CoRR, 2022

Human Recognition for Resource-Constrained Mobile Robot Applied to Covid-19 Disinfection.

Andrea Mattia Garavagno, Daniele Leonardis, Antonio Frisoli

Proceedings of the Advances in System-Integrated Intelligence, 2022