Felix Biggs

Find me on twitter, github and linkedin or contact me at contact@felixbiggs.com.

I am a PhD student in Machine Learning (FAI CDT) at University College London with Benjamin Guedj. Previously I completed the UCL Machine Learning MSc and the Physics Tripos at Cambridge.

My broadly-defined research interests are focused on the mathematical aspects of learning in artificial and biological systems. I mostly find myself thinking about PAC-Bayes, generalisation in deep neural networks, kernel methods including Gaussian Processes, and combinations thereof.

Differentiable PAC-Bayes Objectives with Partially-Aggregated Neural Networks. F. Biggs & B. Guedj. [arxiv]