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, Alessio Angius, Paolo Bajardi, Duilio Balsamo, Lorenzo Betti, Francesco Bonchi, Maria Luisa Croci, Gabriele D'Acunto, Sara De Candia, Gianmarco De Francisci Morales, Fabio Franchino, David Garcia-Soriano, Esther Ibañez Marcelo, Andreas Kaltenbrunner, Corrado Monti, André Panisson, Alan Perotti, Francesca Porcu, Giulia Preti, Flavio Sartori, Charalampos Tsourakakis, Maryam Zamanipour
Publications