Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 37th cycle (2021-2024)
Department of Control and Computer Engineering (DAUIN)
Docente esterno e/o collaboratore didattico
Department of Control and Computer Engineering (DAUIN)
Profile
PhD
Research topic
AI, Data Analysis and Machine Learning in MicroController Performance Screening
Tutors
Research interests
Biography
Teaching
Teachings
Bachelor of Science
- Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2023/24, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Future of Work (Grandi Sfide - Tecnologie e Umanità). A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
- Informatica. A.A. 2022/23, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2021/22, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Research groups
Publications
Latest publications View all publications in Porto@Iris
- Bellarmino, Nicolo; Bosio, Alberto; Cantoro, Riccardo; Ruospo, Annachiara; Sanchez, ... (In stampa)
Investigating on Gradient Regularization for Testing Neural Networks. In: 10th International Conference on machine Learning, Optimization and Data science (LOD 2024), Riva del Sole Resort & SPA, Castiglione della Pescaia (Grosseto), Tuscany, Italy, September 22 – 25, 2024. ISSN 0302-9743
Contributo in Atti di Convegno (Proceeding) - Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; ... (In stampa)
Transfer Learning in MCU Performance Screening. In: IEEE International Test Conference (ITC 2023), Anaheim, CA 92802, Stati Uniti, 8-13 Ottobre 2023
Contributo in Atti di Convegno (Proceeding) - Bellarmino, Nicolò; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; ... (2024)
Deep Learning Strategies for Labeling and Accuracy Optimization in Microcontroller Performance Screening. In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, pp. 1-1. ISSN 0278-0070
Contributo su Rivista - Bellarmino, Nicolo’; Cantoro, Riccardo; Squillero, Giovanni (2024)
U-FLEX: Unsupervised Feature Learning with Evolutionary eXploration. In: The 9th International Conference on Machine Learning, Optimization, and Data Science (LOD 2023), Grasmere, Lake District, England (UK), September 22 – 26, 2023, pp. 364-378. ISSN 0302-9743. ISBN: 978-3-031-53968-8
Contributo in Atti di Convegno (Proceeding) - Bellarmino, Nicolo' (2023)
Machine Learning for Microcontroller Performance Screening. In: 2023 IEEE European Test Symposium, Venezia, (IT), 22-26 Maggio 2023
Contributo in Atti di Convegno (Proceeding)