Random projections and Kernelised Leave One Cluster Out Cross-Validation: Universal baselines and evaluation tools for supervised machine learning for materials properties. - Samantha Durdy; Michael W. Gaultois; Vladimir V. Gusev; Danushka Bollegala; Matthew J. Rosseinsky (CoRR, 2022)

Metrics for quantifying isotropy in high dimensional unsupervised clustering tasks in a materials context. - Samantha Durdy; Michael W. Gaultois; Vladimir V. Gusev; Danushka Bollegala; Matthew J. Rosseinsky (CoRR, 2023)