About
Hi! I am Andrea, a PhD student at Aalto University, under the supervision of professor Stéphane Deny.
Research interests:
- symmetries and machine learning
- statistical mechanics
- information geometry
- diffusion models
Contacts
- Email: andrea.perin [at] aalto.fi
- Twitter: @perina_ndrea
- Scholar
- GitHub
News
- Sep 2025: Our paper on learning symmetries from data is now out on the JMLR website
- Aug 2025: Website (re)launched
- Jul 2025: Finally completed a paper on a novel MoE architecture! Look it up, it’s really nice!
- May 2025: I spent two weeks at University of Trieste, where I worked on biologically plausible learning rules. Updates soon!
- Feb 2025: Started my internship at Silvretta Inc., where I will work on Mixture of Experts models!