Publications
You can also find my articles on my Google Scholar profile.
Conference
- Charles Westphal, Stephen Hailes, and Mirco Musolesi. Feature Selection for Network Intrusion Detection. To appear in SIGKDD'25, 2025.
- Charles Westphal, Stephen Hailes, and Mirco Musolesi. Partial Information Decomposition for Data Interpretability and Feature Selection. To appear in AISTATS'25, 2025.
Preprints
- Charles Westphal, Stephen Hailes, and Mirco Musolesi. Mutual Information Preserving Neural Network Pruning.
- Charles Westphal, Stephen Hailes, and Mirco Musolesi. Information-Theoretic State Variable Selection for Reinforcement Learning.