Dr Alexander Hepburn
Current positions
Research Fellow in Machine Learning
Engineering Faculty Office
Contact
Press and media
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Publications
Recent publications
01/09/2023Identification, Explanation and Clinical Evaluation of Hospital Patient Subtypes
Artificial Intelligence for Personalized Medicine
Explainable hierarchical clustering for patient subtyping and risk prediction
Experimental Biology and Medicine
On the relation between statistical learning and perceptual distances
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization
Sampling Based On Natural Image Statistics Improves Local Surrogate Explainers
Thesis
On the Connection Between the Human Visual System and Machine Learning
Supervisors
Award date
22/03/2022
Related people
Professor Peter Flach
Professor of Artificial Intelligence
School of Computer Science
Professor Raul Santos-Rodriguez
Academic Co Director (Engineering) for BDFI
Engineering Faculty Office
Dr Michael Ambler
Clinical Research Fellow
School of Physiology, Pharmacology & Neuroscience
Dr Chris McWilliams
Research Fellow
School of Engineering Mathematics and Technology
Dr Ryan McConville
Senior Lecturer in Artificial Intelligence
School of Engineering Mathematics and Technology