Learning and Algorithms for Data Analytics
Research Area Coordinator
Francesco Bonchi
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Research Area Coordinator
Francesco Bonchi
The mission of this research area is to develop novel algorithms and machine learning methods to analyse data of different types, modelling socio-technical systems, and supporting innovative applications in science and industry.
Topics- Algorithms and Learning on Graphs
- Algorithmic Analysis of Social Dynamics
- Fair and Explainable AI
- (Deep) Learning for Text and Images
- Streaming, Online, Active Learning
- AI for Industrial Applications
Projects
Ada Lovelace Lab
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The ALL laboratory is substantially integrated with the ISI Foundation teams working on mathematical formalization and complex system science and data science applications and the development of innovative algorithms and machine learning.
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Carlo Abrate, Elvio Amparore, Alessio Angius, Paolo Bajardi, Duilio Balsamo, Lorenzo Bisi, Francesco Bonchi, Federico Cinus, Gabriele D'Acunto, Gianmarco De Francisci Morales, Fabio Franchino, David Garcia-Soriano, Esther Ibañez Marcelo, Giulia Lerda, Pierre Liotet, Marenza Lombardi, Corrado Monti, André Panisson, Alan Perotti, Giulia Preti, Marcello Restelli, Luca Sabbioni, Charalampos Tsourakakis
Publications