I am a Senior Lecturer in Machine Learning at the School of Informatics of the University of Edinburgh, affiliated with the Institute for Adaptive & Neural Computation.

I am broadly interested in developing methods for inference and experimental design and applying them to significant problems in the natural sciences.

Recent papers:

• Accepted to NeuRIPS 2020: Telescoping Density-Ratio Estimation (Spotlight, top 4% of submissions)

• Appearing in Bayesian Analysis: Likelihood-Free Inference by Ratio Estimation

• New paper in Bayesian Analysis: Sequential Bayesian Experimental Design for Implicit Models via Mutual Information

• New paper in Annals of Surgey: Molecular Patterns in Acute Pancreatitis Reflect Generalizable Endotypes of the Host Response to Systemic Injury in Humans

• Bayesian Experimental Design for Implicit Models by Mutual Information Neural Estimation accepted to ICML 2020