Sampling, Intervention, Prediction, Aggregation: A Generalized Framework for Model Agnostic Interpretations.
Christian A. ScholbeckChristoph MolnarChristian HeumannBernd BischlGiuseppe CasalicchioPublished in: CoRR (2019)
Keyphrases
- probabilistic model
- theoretical framework
- computational model
- formal model
- unified model
- mathematical framework
- theoretical foundation
- decision model
- conceptual model
- sequential monte carlo
- computational framework
- conceptual framework
- prediction model
- experimental data
- main contribution
- theoretical analysis
- prior knowledge
- high level
- parameter space
- decision trees
- process model
- classification models
- management system
- generic model
- image sequences