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Martin Jullum

University of Oslo (per OpenAlex) · ORCID · OpenAlex

14 papers in scope · 12 published · 2 on the econ.EM arXiv · 269 citations · h-index 7 (over the papers listed here)

Papers

(2 of 14)

Spatial Variation on Multiple Scales in Line Transect Data; the Case of Antarctic Fin Whales
published2025 · Journal of the American Statistical Association · 1 citations
with Olav Nikolai Breivik, Hans J. Skaug, Martin Biuw
Journal of the American Statistical Association
A comparative study of methods for estimating model-agnostic Shapley value explanations
published2024 · Data Mining and Knowledge Discovery · 21 citations
with Lars Henry Berge Olsen, Ingrid K. Glad, Kjersti Aas
Data Mining and Knowledge Discovery
MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data
published2024 · Data Mining and Knowledge Discovery · 3 citations · first circulated 2021
with Annabelle Redelmeier, Kjersti Aas, Anders Løland
Data Mining and Knowledge Discovery
Statistical Embedding: Beyond Principal Components
published2023 · Statistical Science · 4 citations · first circulated 2021
with Dag Tjøstheim, Anders Løland
Statistical Science
Some recent trends in embeddings of time series and dynamic networks
published2023 · Journal of Time Series Analysis · 5 citations · first circulated 2022
with Dag Tjøstheim, Anders Løland
Journal of Time Series Analysis
Performance evaluation of volatility estimation methods for Exabel
working paper2022 · arXiv
with Øyvind Grotmol, Kjersti Aas, Michael Scheuerer
Paper profile arXiv arXiv:2203.12402
Exabel's Factor Model
working paper2022 · arXiv
with Øyvind Grotmol, Michael Scheuerer, Kjersti Aas
Paper profile arXiv arXiv:2203.12408
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values
published2021 · Artificial Intelligence · 130 citations
with Kjersti Aas, Anders Løland
Artificial Intelligence
Explaining predictive models using Shapley values and non-parametric vine copulas
published2021 · Dependence Modeling · 19 citations
with Kjersti Aas, Thomas Nagler, Anders Løland
Dependence Modeling
Pairwise local Fisher and naive Bayes: Improving two standard discriminants
published2020 · Journal of Econometrics · 8 citations
with Håkon Otneim, Dag Tjøstheim
Journal of Econometrics
Investigating mesh‐based approximation methods for the normalization constant in the log Gaussian Cox process likelihood
published2020 · Stat · 4 citations
Stat
shapr: An R-package for explaining machine learning models with dependence-aware Shapley values
published2019 · The Journal of Open Source Software · 30 citations
with Nikolai Sellereite
The Journal of Open Source Software
What price semiparametric Cox regression?
published2018 · Lifetime Data Analysis · 18 citations
with Nils Lid Hjort
Lifetime Data Analysis
Parametric or nonparametric: The FIC approach
published2017 · Statistica Sinica · 26 citations
with Nils Lid Hjort, Gudmund Horn Hermansen
Statistica Sinica

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.