About me
I am a DPhil student in computer science at the University of Oxford, supervised by
Prof. Varun Kanade. I work mainly in machine learning theory, particularly on generalization in deep neural networks. I am also interested in machine learning for mathematical reasoning.
Before starting my DPhil I spent two years at Quantinuum, working on quantum machine learning with
Bob Coecke,
Stephen Clark and
Dimitri Kartsaklis. I no longer work on quantum computing. Prior to this I completed my MSc degree in computer science at Oxford, graduating in early 2022, with my dissertation on generalization bounds supervised by
Prof. Yarin Gal. I completed my BA in computer science at the University of Cambridge, graduating in 2019. My undergraduate dissertation was supervised by
Prof. Pietro Liò and focused on semi-supervised machine learning methods for cancer classification.
Research
Research interests:
Learning theory, continual learning, online learning, meta-learning, deep learning, generalization.
Google Scholar profile:
Teaching
Departmental Tutor - Computational Learning Theory (Michaelmas 2023)
