Model-Agnostic Auditing: A Lost Cause? - Sakina Hansen; Joshua R. Loftus (EWAF, 2023)

Causal Dependence Plots for Interpretable Machine Learning. - Joshua R. Loftus; Lucius E. J. Bynum; Sakina Hansen (CoRR, 2023)

Causal Dependence Plots. - Joshua R. Loftus; Lucius Bynum; Sakina Hansen (NeurIPS, 2024)

Exclusion or Efficiency: Understanding Perspectives about AI Ethics Among Charity Workers in the United Kingdom. - Sakina Hansen (EWAF, 2025)