Annabelle Redelmeier

1. groupShapley: Efficient prediction explanation with Shapley values for feature groups
   2021/06/23 by Martin Jullum, Jullum, Martin, Annabelle Redelmeier +3 · 4 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #Machine Learning and Data Classification
2. MCCE: Monte Carlo sampling of realistic counterfactual explanations
   2021/11/18 by Annabelle Redelmeier, Martin Jullum, Redelmeier, Annabelle +5 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
3. Explaining predictive models with mixed features using Shapley values\n and conditional inference trees
   2020/07/02 by Annabelle Redelmeier, Martin Jullum, Redelmeier, Annabelle +3 · 2 citations
   Computer Science · Decision Sciences · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Stock Market Forecasting Methods