Martin Jullum

Statistics

Publications

Citations

467

H-Index

Active since

2016

Affiliations

Norwegian Computing Center(Current)

University of Oslo

Lundin (Norway)

Martin Jullum is an author at Norwegian Computing Center specializing in machine learning, explainable machine learning, and shapley value explanations.

ORCID

Publications per year

2016–2024

Publications

Detecting money laundering transactions with machine learning

Martin Jullum, Anders Løland, Ragnar Bang Huseby et al. · Journal of Money Laundering Control · 2020 · 193 citations · Full text

Business, Data Science, Banking +15

Explaining individual predictions when features are dependent: More accurate approximations to Shapley values

Kjersti Aas, Martin Jullum, Anders Løland · Artificial Intelligence · 2021 · 130 citations · Full text

Computing, Computer Science, Mathematics +13

A Gaussian-based framework for local Bayesian inversion of geophysical data to rock properties

Martin Jullum, Odd Kolbjørnsen · Geophysics · 2016 · 48 citations

Natural Sciences, Earth Sciences, Geophysics +17

shapr: An R-package for explaining machine learning models with dependence-aware Shapley values

Nikolai Sellereite, Martin Jullum · The Journal of Open Source Software · 2019 · 29 citations · Full text

Computing, Computer Science, Machine Learning +1

What price semiparametric Cox regression?

Martin Jullum, Nils Lid Hjort · Lifetime Data Analysis · 2018 · 18 citations · Full text

Public Health, Biostatistics, Survival Analysis +6

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