Aston, P J; Krishnadas, P; Adel, T; Whittaker, D; Duncan, P (2026) Investigation of the Impact of Demographic Imbalance in the Training Data on Fairness in Machine Learning. NPL Report. MS 65
Gregorio, J; Duncan, P; Alsuleman, M; Chrubasik, M; Cieszynski, B; Desai, V; Hippolyte, J-L; Krishnadas, P; Lines, K; Miller, R; Peric, N; Whelan, H (2026) Data Quality Good Practice Guide. NPL Report. MS 63