Samantha Durdy

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 2

Top Topics

Dimension Reduction

Random Projections

Supervised Machine Learning

Manually Annotated

Top Venues

Publications

Samantha Durdy, Michael W. Gaultois, Vladimir V. Gusev, Danushka Bollegala, Matthew J. Rosseinsky
Metrics for quantifying isotropy in high dimensional unsupervised clustering tasks in a materials context. CoRR (2023)
Samantha Durdy, Michael W. Gaultois, Vladimir V. Gusev, Danushka Bollegala, Matthew J. Rosseinsky
Random projections and Kernelised Leave One Cluster Out Cross-Validation: Universal baselines and evaluation tools for supervised machine learning for materials properties. CoRR (2022)