Evaluating the Interpretability of Generative Models by Interactive Reconstruction.
Andrew Slavin RossNina ChenElisa Zhao HangElena L. GlassmanFinale Doshi-VelezPublished in: CoRR (2021)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- generative and discriminative models
- conditional random fields
- discriminative learning
- prior knowledge
- semi supervised
- em algorithm
- object categories
- maximum entropy principle
- sparse coding
- hierarchical hidden markov models
- semi supervised learning
- hidden variables
- expectation maximization
- representational power
- topic models
- learning algorithm
- higher order
- bayesian networks