Valentino Peluso

Open badges

• Learning to Teach (L2T)
  Issued by Politecnico di Torino on 06-06-2024

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato

PhD

• High-Level Synthesis. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher

Master of Science

• Machine learning for IOT. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Synthesis and optimization of digital systems. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for IOT. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Synthesis and optimization of digital systems. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for IOT. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Synthesis and optimization of digital systems. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for IOT. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Synthesis and optimization of digital systems. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for IOT. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

• Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2024)
  Draft & Refine: Efficient Resource Management in Federated Learning under Pathological Labels Skew. In: International Conference on Electronics Circuits and Systems (ICECS) 2024, Nancy (FRA), 18-20 November 2024, pp. 1-4. ISBN: 979-8-3503-7720-0
  Contributo in Atti di Convegno (Proceeding)
• Peluso, Valentino; Malan, Erich; Calimera, Andrea; Macii, Enrico (2024)
  Private Tensor Freezing for an Efficient Federated Learning with Homomorphic Encryption. In: International Conference on Computer Design (ICCD) 2024, Milan (ITA), 18-20 November 2024, pp. 308-315. ISBN: 979-8-3503-8040-8
  Contributo in Atti di Convegno (Proceeding)
• Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo (2024)
  Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning. In: IEEE INTERNET OF THINGS JOURNAL, vol. 11, pp. 6072-6083. ISSN 2327-4662
  Contributo su Rivista
• Zema, Giacomo; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2023)
  Concurrent Pipeline Stages Optimization for Embedded Keyword Spotting. In: World AI IoT Congress, Seattle, WA (USA), 07-10 June 2023, pp. 0427-0433. ISBN: 979-8-3503-3761-7
  Contributo in Atti di Convegno (Proceeding)
• Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2023)
  Enabling DVFS Side-Channel Attacks for Neural Network Fingerprinting in Edge Inference Services. In: International Symposium on Low Power Electronics and Design, Vienna (AUT), 07-08 August 2023, pp. 1-6. ISBN: 979-8-3503-1175-4
  Contributo in Atti di Convegno (Proceeding)

• Stima di profondità a ridotto consumo di potenza, e altri segnali da singola immagine. national and international Patent
  Inventors: Andrea Calimera Valentino Peluso
• Stima di profondità a ridotto consumo di potenza, e altri segnali da singola immagine. national and international Patent
  Inventors: Andrea Calimera Valentino Peluso