Anders Løland

According to our database, Anders Løland authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

MCCE: Monte Carlo sampling of valid and realistic counterfactual explanations for tabular data.

Annabelle Redelmeier, Martin Jullum, Kjersti Aas, Anders Løland

Data Min. Knowl. Discov., July, 2024

2023

eXplego: An interactive Tool that Helps you Select Appropriate XAI-methods for your Explainability Needs.

Martin Jullum, Jacob Sjødin, Robindra Prabhu, Anders Løland

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

2021

MCCE: Monte Carlo sampling of realistic counterfactual explanations.

Annabelle Redelmeier, Martin Jullum, Kjersti Aas, Anders Løland

CoRR, 2021

Statistical embedding: Beyond principal components.

Dag Tjøstheim, Martin Jullum, Anders Løland

CoRR, 2021

Explaining predictive models using Shapley values and non-parametric vine copulas.

Kjersti Aas, Thomas Nagler, Martin Jullum, Anders Løland

CoRR, 2021

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

Kjersti Aas, Martin Jullum, Anders Løland

Artif. Intell., 2021