Raymond Fan

I completed my PhD in Physics (2024) at the University of Toronto. I currently work as a Research Scientist at a research-focused startup, AI Leap.

My research focuses on understanding generalization in neural networks. There are rich dynamics in high dimensional parameter space that are critical to understanding how to make ‘intelligent’ networks, such as the phase transition from memorization to generalization.

These problems relate heavily to my expertise from my PhD in modelling complex stochastic processes, and I am developing approaches to enhance the ability of models to generalize even on small datasets.

If you have any questions for me, happy to have a chat.

Contact: raymond.fan@alumni.utoronto.ca