From Human Explanation to Model Interpretability: A Framework Based on Weight of Evidence.
David Alvarez-MelisHarmanpreet KaurHal Daumé IIIHanna M. WallachJennifer Wortman VaughanPublished in: HCOMP (2021)
Keyphrases
- probabilistic model
- theoretical framework
- mathematical model
- formal model
- computational model
- generic model
- multi agent
- cost function
- theoretical analysis
- mathematical framework
- statistical model
- context dependent
- conceptual model
- autoregressive
- learning scheme
- empirical data
- human judgments
- conceptual framework
- simulation model
- theoretical foundation
- machine learning
- main contribution
- objective function
- genetic algorithm