I am a Postdoc Researcher at the University of Edinburgh.
Publications, Conferences, and Workshop
Evaluation of maculopathy deep learning prediction models using the SDRNT1BIO cohortg
To appear at EASD 2021
Rising Rates And Widening Socio-economic Disparities In Diabetic Ketoacidosis In Type 1 Diabetes In Scotland: A Nationwide Retrospective Cohort Observational Study
Neural Architecture Search without Training
To appear at the International Conference on Machine Learning (ICML)An earlier version of this paper featured on Yannic Kilcher's youtube channel
Risks of and risk factors for COVID-19 disease in people with diabetes: a cohort study of the total population of Scotland
The Lancet Diabetes and Endochrinology
Predicting cardiovascular disease in people with Type 1 Diabetes from fundus images using deep learning
Deep Learning Predictions of Diabetic Retinopathy Associated with Progression of Renal Disease in Type 1 Diabetes
The k-Nearest Neighbour UCB Algorithm for Multi-Armed Bandits with Covariates
Proceedings of Machine Learning Research: Conference on Algorithmic Learning Theory . vol. 83.
Max-Min Thompson Sampling for the K-Armed Duelling Bandit Problem
Multi-armed Bandit Workshop 2016 at STOR-i, Lancaster University, UK
On the graduate scheme. Worked within the VME division.
Some notes on micellaneous topics
Horseshoe prior in PyMC3, Pyro etc - Horseshoe prior in PyMC3, Pyro etc
RMarkdown notes - RMarkdown notes