Machine Learning research unit at TU Wien Informatics --- home
Description: My personal website has been realised through Jekyll and Github Pages. The theme — slightly customised — is by orderedlist. Drop me a message if you’d fancy a chat!
Hey! I am Fabrizio. I am a Postdoctoral Fellow at Technion, the Israel Institute of Technology. I work with Prof. Haggai Maron on Geometric Deep Learning and, in particular, Equivariance , Expressiveness , Graph Neural Networks .
I have obtained a PhD in Computing from Imperial College London under the supervision of Prof. Michael Bronstein, with my research focussing on overcoming the intrinsic representational limits of Graph Neural Network. I have explored extensions of message-passing schemes that can capture non-trivial meso-scale topological patterns in networks, and equivariance to symmetries as an overarching design principle to design provably expressive architectures.
In the past, I have conducted more applied research revolving around the application of Machine Learning approaches to problems in the realm of Computational Biology and Bioinformatics, in particular: drug repurposing and epigenetic gene expression regulation.
Machine Learning research unit at TU Wien Informatics --- home