dominicrichards.github.io - Dominic's Webpage

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Statistics Phd Student - University of Oxford .

I am currently a fourth year Phd student studying in the Department of Statistics at the University of Oxford under the supervision of Patrick Rebeschini as well as Yee Whye Teh , and funded through the joint centre for doctoral training in Statistical Science run by the universities of Warwick and Oxford. In the summer of 2020 I was an intern at Facebook AI Research (FAIR) Montréal working with Mike Rabbat . Prior to starting my Phd I completed a bachelors and masters at the University of Warwick where I w

I am interested in the understanding the interplay between statistics and computation in the context of machine learning. Recently, I have been investigating the performance of estimators arising from gradient descent in settings where the learning problem is more benign. I have also worked on the interplay between statistics and network topology in context of decentralised machine learning.

Links to dominicrichards.github.io (1)