A Unifying Bayesian Formulation of Measures of Interpretability in Human-AI.
Sarath SreedharanAnagha KulkarniDavid E. SmithSubbarao KambhampatiPublished in: CoRR (2021)
Keyphrases
- bayesian formulation
- bayesian framework
- machine learning
- artificially intelligent
- artificial intelligence
- human level
- expert systems
- cognitive psychology
- human intelligence
- probability density function
- prediction accuracy
- human cognition
- data sets
- intelligent systems
- prior knowledge
- posterior probability
- graphical models
- knowledge representation
- data mining