Lars Henry Berge Olsen

Fra BigInsight til Alan Turing-instituttet: En forklaring av forklaringer , 2024. Programledelse

Lars Henry Berge Olsen; Ingrid Kristine Glad; Martin Jullum; Kjersti Aas; A comparative study of methods for estimating model-agnostic Shapley value explanations Data mining and knowledge discovery, vol. 38, pp. 1782 1829 , (ISSN 1384-5810 1573-756X ), doi: https://doi.org/10.1007/s10618-024-01016-z , 2024. Vitenskapelig artikkel

Martin Jullum; Kjersti Aas; Anders Løland; Frida Svendal Aase; Lars Henry Berge Olsen; On conditional Shapley values for prediction explanation - Adaptive & variance stabilizing estimation with KernelSHAP 2024. Poster

Lars Henry Berge Olsen; Ingrid Kristine Glad; Martin Jullum; Kjersti Aas; Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features Journal of machine learning research, vol. 23, pp. 1 51 50 , (ISSN 1532-4435 1533-7928 ), , 2022. Vitenskapelig artikkel