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Matt Clifford
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FAT Forensics: A Python toolbox for implementing and deploying fairness, accountability and transparency algorithms in predictive systems
K Sokol, A Hepburn, R Poyiadzi, M Clifford, R Santos-Rodriguez, P Flach
JoSS, 2022
262022
Reconciling Training and Evaluation Objectives in Location Agnostic Surrogate Explainers
M Clifford, J Erskine, A Hepburn, P Flach, R Santos-Rodríguez
CIKM 2023, 2023
12023
Learning Confidence Bounds for Classification with Imbalanced Data
M Clifford, J Erskine, A Hepburn, R Santos-Rodríguez, D Garcia-Garcia
ECAI 2024, 2024
2024
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex Annotations
J Erskine, M Clifford, A Hepburn, R Santos-Rodríguez
IJCAI 2024 Demo Track, 2024
2024
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Articles 1–4