Anders Løland

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Monte Carlo Sampling

Top Venues

xAI (Late-breaking Work, Demos, Doctoral Consortium)

Data Min. Knowl. Discov.

Publications

Annabelle Redelmeier, Martin Jullum, Kjersti Aas, Anders Løland
MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data. Data Min. Knowl. Discov. 38 (4) (2024)
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)