Model-Agnostic Counterfactual Explanations for Consequential Decisions.
Amir-Hossein KarimiGilles BartheBorja BalleIsabel ValeraPublished in: AISTATS (2020)
Keyphrases
- probabilistic model
- experimental data
- machine learning
- conceptual model
- mathematical model
- prior knowledge
- mobile robot
- probability distribution
- management system
- parameter estimation
- parameter values
- data mining
- sensitivity analysis
- statistical model
- computational model
- theoretical analysis
- decision makers
- evolutionary algorithm
- decision making
- social networks