Publications

Martin Jullum; Annabelle Alice Redelmeier; Kjersti Aas; groupShapley: Efficient prediction explanation with Shapley values for feature groups 2021. Report

Kary Främling; Marcus Westberg; Martin Jullum; Manik Madhikermi; Avleen Kaur Malhi; Comparison of Contextual Importance and Utility with LIME and Shapley Values Lecture Notes in Computer Science (LNCS), vol. 12688, pp. 39 54 , (ISSN 0302-9743 1611-3349 ), doi: https://doi.org/10.1007/978-3-030-82017-6_3 , 2021. Scientific article

Martin Jullum; Annabelle Alice Redelmeier; Kjersti Aas; Efficient and simple prediction explanations with groupShapley: A practical perspective 2021. Scientific lecture

Martin Jullum; Annabelle Alice Redelmeier; Kjersti Aas; Efficient Shapley value explanations through feature groups 2021. Scientific lecture

Martin Jullum; Kjersti Aas; Anders Løland; Explaining individual predictions when features are dependent: More accurate approximations to Shapley values 2021. Scientific lecture

Martin Jullum; Annabelle Alice Redelmeier; Kjersti Aas; Efficient and simple prediction explanations with groupShapley: A practical perspective CEUR Workshop Proceedings, vol. 3014, pp. 15 , (ISSN 1613-0073 1613-0073 ), , 2021. Scientific article

Marion Haugen; Linda Reiersølmoen Neef; Ingunn Fride Tvete; Global Trigger Tool – videreutvikling 2021. Scientific lecture

Torstein Mæland Fjeldstad; Per Åge Avseth; Henning Omre; Per Røe; Ragnar Hauge; Spatial Bayesian lithology/fluid class inversion 2021. Scientific lecture

Pierre Lison; Vi må snakke om Bitcoin NRK Ytring, , 2021. Article feature

Hanne Therese Wist Rognebakke; 2021. Report

Pierre Lison; Jørgen Bølstad; Anders Kvellestad; Hva skal vi med logaritmer i grafer? Morgenbladet, (ISSN 0805-3847 0806-2617 ), 2021. Article feature

Om valgprognoser i Dagbladets valgbod. 2021. Media participation

Om valgprognosene og resultatet av valget i Dagbladets valgbod. 2021. Media participation

Anders Løland; Annabelle Alice Redelmeier; Imputing nutritional values of Norwegian food products 2021. Report

Øivind Due Trier; Bygningsdeteksjon i 8 cm flybilder 2021. Report

Eyvind Aker; Charlotte Juliette Sanchis; Per Røe; Heidi Kjønsberg; Daniel Martin L Barker; et al. PCube Reference Manual 2021. Report

Thea Roksvåg; Thordis Linda Thorarinsdottir; Prediksjon av lavvann ved Åbjøra 2021. Report

Eyvind Aker; Daniel Martin L Barker; Torstein Mæland Fjeldstad; Ragnar Hauge; Heidi Kjønsberg; et al. PCube User Manual Version 9.0 2021. Report

Shih-Ting Huang; Yannick Düren; Kristoffer Herland Hellton; Johannes Lederer; Tuning parameter calibration for personalized prediction in medicine Electronic Journal of Statistics, vol. 15, pp. 5310 5332 22 , (ISSN 1935-7524 1935-7524 ), doi: https://doi.org/10.1214/21-EJS1884 , 2021. Scientific article

Olav Nikolai Breivik; Casper Willestofte Berg; Anders Nielsen; Prediction–variance relation in a state-space fish stock assessment model ICES Journal of Marine Science, vol. 78, pp. 3650 3657 7 , (ISSN 1054-3139 1095-9289 ), doi: https://doi.org/10.1093/icesjms/fsab205 , 2021. Scientific article