Publications

Lena Stempfle, Fredrik D. Johansson (2024). MINTY: Rule-based Models that Minimize the Need for Imputing Features with Missing Values. In Proceedings of AISTATS 2024.

Lena Stempfle, Ashkan Panahi, Fredrik D. Johansson (2023). Sharing Pattern Submodels for Prediction with Missing Values. In Proceedings of the AAAI Conference on Artificial Intelligence.

Lena Stempfle, Fredrik D. Johansson (2023). Learning replacement variables in interpretable rule-based models. In 3rd Workshop on Interpretable Machine Learning in Healthcare (IMLH).

Hákon Valur Dansson, Lena Stempfle, Hildur Egilsdóttir, Erik Portelius, Kaj Blennow, Henrik Zetterberg, Fredrik D Johansson, Alzheimer’s Disease Neuroimaging Initiative (ADNI) (2021). Predicting progression and cognitive decline in amyloid-positive patients with Alzheimer's disease. In Alzheimer’s Research and Therapy.