FacultyI have been the Ph.D. representative for USI's Faculty of Informatics in the A.Y. 2018/2019.
During that time, I was the official point of contact between USI’s Faculty of Informatics and its Ph.D. students, participating in faculty meetings and contributing to the strategical decisions of the faculty.
Graph Deep Learning
USI, MSc, spring semester (2021).
Cyber-Physical Software Engineering
USI, MSc, spring semester (2019).
USI, BSc, spring semester (2019).
USI, MSc, fall semester (2018).
Talks & Lectures
Spectral Clustering with Graph Neural Networks for Graph Pooling
International Conference on Machine Learning (2020)
Graph Neural Networks in Tensorflow and Keras with Spektral
Graph Representation Learning and Beyond @ ICML (2020)
Graph Neural Networks e MinCut Pooling (in Italian)
Italian Association for Machine Learning (ML/DS Meetup) (2020)
Generative Adversarial Networks
Advanced Topics in Machine Learning course @ USI (2020)
Autoregressive Models for Sequences of Graphs
International Joint Conference on Neural Networks (2019)
Theses & Projects
"Molecule Generation with Graph-based Generative Adversarial Networks"
M. Nobile, MSc thesis (2021)
"Prediction of Epileptic Seizures with Graph-based Deep Learning"
A. Ruggeri, MSc thesis (2020)