Information-Theoretic State Variable Selection for Reinforcement Learning. - Charles Westphal; Stephen Hailes; Mirco Musolesi (CoRR, 2024)

Mutual Information Preserving Neural Network Pruning. - Charles Westphal; Stephen Hailes; Mirco Musolesi (CoRR, 2024)

Partial Information Decomposition for Data Interpretability and Feature Selection. - Charles Westphal; Stephen Hailes; Mirco Musolesi (AISTATS, 2025)

Feature Selection for Network Intrusion Detection. - Charles Westphal; Stephen Hailes; Mirco Musolesi (KDD (1), 2025)