Fuzzy c-Means Clustering for Persistence Diagrams. - Thomas O. M. Davies; Jack Aspinall; Bryan Wilder; Long Tran-Thanh (CoRR, 2020)

ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. - Nina Miolane; Matteo Caorsi; Umberto Lupo; Marius Guerard; Nicolas Guigui; Johan Mathe; Yann Cabanes; Wojciech Reise; Thomas Davies 001; António Leitão; Somesh Mohapatra; Saiteja Utpala; et al. (CoRR, 2021)

How fair is your graph? Exploring fairness concerns in neuroimaging studies. - Fernanda Ribeiro; Valentina Shumovskaia; Thomas Davies 001; Ira Ktena (MLHC, 2022)

Fuzzy c-means clustering in persistence diagram space for deep learning model selection. - Thomas Davies 001; Jack Aspinall; Bryan Wilder; Tran-Thanh Long (NeurReps, 2022)

A Review of Topological Data Analysis for Cybersecurity. - Thomas Davies 001 (CoRR, 2022)

Topological Data Analysis for Anomaly Detection in Host-Based Logs. - Thomas Davies 001 (CoRR, 2022)

Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning. - Chris Hicks; Vasilios Mavroudis; Myles Foley; Thomas Davies 001; Kate Highnam; Tim Watson (AISec@CCS, 2023)

The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data. - Thomas Davies 001; Zhengchao Wan; Rubén J. Sánchez-García (ICML, 2023)