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Anders Løland
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 6
Top Topics
Monte Carlo Sampling
Top Venues
CoRR
Artif. Intell.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
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Publications
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Martin Jullum
,
Jacob Sjødin
,
Robindra Prabhu
,
Anders Løland
eXplego: An interactive Tool that Helps you Select Appropriate XAI-methods for your Explainability Needs.
xAI (Late-breaking Work, Demos, Doctoral Consortium)
(2023)
Kjersti Aas
,
Thomas Nagler
,
Martin Jullum
,
Anders Løland
Explaining predictive models using Shapley values and non-parametric vine copulas.
CoRR
(2021)
Kjersti Aas
,
Martin Jullum
,
Anders Løland
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values.
Artif. Intell.
298 (2021)
Annabelle Redelmeier
,
Martin Jullum
,
Kjersti Aas
,
Anders Løland
MCCE: Monte Carlo sampling of realistic counterfactual explanations.
CoRR
(2021)
Dag Tjøstheim
,
Martin Jullum
,
Anders Løland
Statistical embedding: Beyond principal components.
CoRR
(2021)
Kjersti Aas
,
Martin Jullum
,
Anders Løland
Explaining individual predictions when features are dependent: More accurate approximations to Shapley values.
CoRR
(2019)