Reconciling Training and Evaluation Objectives in Location Agnostic Surrogate Explainers. - Matthew Clifford; Jonathan Erskine; Alexander Hepburn; Peter A. Flach; Raúl Santos-Rodríguez (CIKM, 2023)

Learning Confidence Bounds for Classification with Imbalanced Data. - Matthew Clifford; Jonathan Erskine; Alexander Hepburn; Raúl Santos-Rodríguez; Dario García-García (ECAI, 2024)

An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations. - Jonathan Erskine; Matthew Clifford; Alexander Hepburn; Raúl Santos-Rodríguez (IJCAI, 2024)