Still More Shades of Null: A Benchmark for Responsible Missing Value Imputation. - Falaah Arif Khan; Denys Herasymuk; Nazar Protsiv; Julia Stoyanovich (CoRR, 2024)

Still More Shades of Null: An Evaluation Suite for Responsible Missing Value Imputation [Experiment, Analysis and Benchmark]. - Falaah Arif Khan; Denys Herasymuk; Nazar Protsiv; Julia Stoyanovich (Proc. VLDB Endow., 2025)

VirnyFlow: A Design Space for Responsible Model Development. - Denys Herasymuk; Nazar Protsiv; Julia Stoyanovich (CoRR, 2025)