Education
MSc ETH Zurich – EPFL
| Master of Science in Computer Science Major in Cyber Security2024 – 2024 ETH Zurich – EPFL
BSc Engineering of Computing Systems
| Bachelor of Science degree in Information Technology2021 – 2024 Politecnico di Milano
Research
Asynchronous SGD Generalization Analysis
A study on how Asynchronous Stochastic Gradient Descent impacts generalization, providing better model stability and tighter generalization error bounds through ASGD stale updates.
Project Website
Topics: Optimization for Machine Learning, Stochastic Optimization, Asynchronous Learning, Distributed Training
Project Website
Topics: Optimization for Machine Learning, Stochastic Optimization, Asynchronous Learning, Distributed Training
Student seminar: security protocols
Prio, a privacy-preserving system for computing aggregate statistics over sensitive client data without revealing individual data points and without sacrificing scalability.
COM-506 Course Link
Topics: Privacy Enhancing Technologies, zero-knowledge proofs, security protocols, cryptography, non-interactive proofs, aggregate statistics
COM-506 Course Link
Topics: Privacy Enhancing Technologies, zero-knowledge proofs, security protocols, cryptography, non-interactive proofs, aggregate statistics