I am a DPhil student at the University of Oxford supervised by Patrick Rebeschini and Arnaud Doucet. Before this, I studied Mathematics at Imperial College London, supervised by Grigorios A. Pavliotis. I’m interested in stochastic optimisation, MCMC and theoretical foundations for machine learning. Most recently, I have been interested in the use of noise for regularisation and the relationship between optimisation and sampling.

Stochastic optimization, MCMC, generalization bounds, Langevin dynamics