Annabelle Redelmeier

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Monte Carlo Sampling

Top Venues

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, Annabelle Redelmeier, Kjersti Aas
groupShapley: Efficient prediction explanation with Shapley values for feature groups. CoRR (2021)
Annabelle Redelmeier, Martin Jullum, Kjersti Aas, Anders Løland
MCCE: Monte Carlo sampling of realistic counterfactual explanations. CoRR (2021)
Annabelle Redelmeier, Martin Jullum, Kjersti Aas
Explaining predictive models with mixed features using Shapley values and conditional inference trees. CoRR (2020)
Annabelle Redelmeier, Martin Jullum, Kjersti Aas
Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees. CD-MAKE (2020)