Lars Henry Berge Olsen

Improving the weighting strategy in KernelSHAP 2025. Poster

Improving the Weighting Strategy in KernelSHAP Communications in Computer and Information Science (CCIS), vol. 2577, pp. 194 218 , (ISSN 1865-0929 1865-0937 ), doi: https://doi.org/10.1007/978-3-032-08324-1_9 , 2025. Vitenskapelig artikkel

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

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

On conditional Shapley values for prediction explanation - Adaptive & variance stabilizing estimation with KernelSHAP 2024. Poster

Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features Journal of machine learning research, vol. 23, pp. 1 51 , (ISSN 1532-4435 1533-7928 ), , 2022. Vitenskapelig artikkel