Uplift Modeling with High Class Imbalance. - Otto Nyberg; Tomasz Kusmierczyk; Arto Klami (ACML, 2021)

Reliably Calibrated Isotonic Regression. - Otto Nyberg; Arto Klami (PAKDD (1), 2021)

Exploring uplift modeling with high class imbalance. - Otto Nyberg; Arto Klami (Data Min. Knowl. Discov., 2023)

Quantifying uncertainty of uplift: Trees and T-learners. - Otto Nyberg; Arto Klami (Neurocomputing, 2024)