Sophie Fosson

Associate Professor (L. 240)
Department of Control and Computer Engineering (DAUIN)

Profile

Research interests

Algorithms
Artificial neural networks
Convex and nonconvex optimization
Machine learning
Mathematical modeling
Sparse optimization
Sparse system identification

Skills

ERC sectors

PE1_22 - Application of mathematics in industry and society
PE1_21 - Application of mathematics in sciences
PE7_1 - Control engineering
PE1_20 - Control theory, optimisation and operational research
PE6_2 - Distributed systems, parallel computing, sensor networks, cyber-physical systems
PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Teaching

Collegi of the PhD programmes

  • INGEGNERIA INFORMATICA E DEI SISTEMI, 2022/2023 (39. ciclo)
    Politecnico di TORINO

Collegi of the degree programmes

Teachings

Master of Science

MostraNascondi A.A. passati

Bachelor of Science

  • Automatic control. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
  • Controlli automatici. A.A. 2024/25, INGEGNERIA INFORMATICA. Collaboratore del corso
  • Automatic control. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
  • Controlli automatici. A.A. 2023/24, INGEGNERIA INFORMATICA. Collaboratore del corso
  • Automatic control. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
  • Controlli automatici. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
  • Automatic control. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
  • Controlli automatici. A.A. 2021/22, INGEGNERIA INFORMATICA. Collaboratore del corso
  • Automatic control. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
  • Controlli automatici. A.A. 2020/21, INGEGNERIA INFORMATICA. Collaboratore del corso
  • Automatic control. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
  • Controlli automatici. A.A. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
  • Automatic control. A.A. 2018/19, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
  • Controlli automatici. A.A. 2018/19, INGEGNERIA ELETTRONICA. Collaboratore del corso
MostraNascondi A.A. passati

Research

Research groups

Supervised PhD students

  • Rosario Milazzo. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2023-in progress)
  • Simone Pirrera. Programme in Ingegneria Informatica E Dei Sistemi (37th cycle, 2021-in progress)
    Research subject: Theoretical development of data-driven algorithms for system identification and control
    Life sciences
    Life sciences

Publications

PoliTO co-authors

Last years publications

Publications by type

Latest publications View all publications in Porto@Iris