Tom Davies

According to our database, Tom Davies authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The Persistent Laplacian for Data Science: Evaluating Higher-Order Persistent Spectral Representations of Data.

Thomas Davies, Zhengchao Wan, Rubén J. Sánchez-García

Proceedings of the International Conference on Machine Learning, 2023

Canaries and Whistles: Resilient Drone Communication Networks with (or without) Deep Reinforcement Learning.

Chris Hicks, Vasilios Mavroudis, Myles Foley, Thomas Davies, Kate Highnam, Tim Watson

Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

2022

Topological Data Analysis for Anomaly Detection in Host-Based Logs.

Thomas Davies

CoRR, 2022

A Review of Topological Data Analysis for Cybersecurity.

Thomas Davies

CoRR, 2022

Fuzzy c-means clustering in persistence diagram space for deep learning model selection.

Thomas Davies, Jack Aspinall, Bryan Wilder, Tran-Thanh Long

Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022

How fair is your graph? Exploring fairness concerns in neuroimaging studies.

Fernanda Ribeiro, Valentina Shumovskaia, Thomas Davies, Ira Ktena

Proceedings of the Machine Learning for Healthcare Conference, 2022

2021

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, António Leitão, Somesh Mohapatra, Saiteja Utpala, Shailja Shailja, Gabriele Corso, Guoxi Liu, Federico Iuricich, Andrei Manolache, Mihaela Nistor, Matei Bejan, Armand Mihai Nicolicioiu, Bogdan-Alexandru Luchian, Mihai-Sorin Stupariu, Florent Michel, Khanh Dao Duc, Bilal Abdulrahman, Maxim Beketov, Elodie Maignant, Zhiyuan Liu, Marek Cerný, Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Yanan Long

CoRR, 2021

2020

Fuzzy c-Means Clustering for Persistence Diagrams.

Thomas O. M. Davies, Jack Aspinall, Bryan Wilder, Long Tran-Thanh

CoRR, 2020