Alessandro Farace di Villaforesta

Alessandro Farace di Villaforesta

Cambridge Computer Science Graduate

Biography

I am a University of Cambridge graduate. My research interests include graph neural networks, concept-based explainability, and the intersection between machine learning and healthcare.

Interests
  • Explainable Artificial Intelligence
  • Computational Biology
  • Cryptography & Blockchain
Education

  • BA in Computer Science, 2022

    University of Cambridge

Research

Alessandro Farace di Villaforesta
December, 2023
Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicians
Digital Histopathology with Graph Neural Networks: Concepts and Explanations for Clinicians

We combine GCExplainer and Logic Explained Networks to provide concept-based explanations for Graph Neural Networks, and apply it to digital histopathology.

PDF Code ArXiv

Experience

 
 
 
 
 
Pulsar Trading
Junior C++ Developer
Pulsar Trading
October 2022 – Present London
 
 
 
 
 
Arqit
Intern
Arqit
July 2022 – September 2022 London

Projects

🔮 Arcana
Arcana is a collection of AI powered tools designed to help users be more creative and productive with the Obsidian notetaking app. Tools include: Chat Agents, Flashcard Generators, Note Naming, Auto Tagging, and more.
🔮 Arcana