Evaluating the Interpretability of Generative Models by Interactive Reconstruction.
Andrew Slavin RossNina ChenElisa Zhao HangElena L. GlassmanFinale Doshi-VelezPublished in: CHI (2021)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- conditional random fields
- maximum entropy principle
- discriminative models
- prior knowledge
- hierarchical hidden markov models
- generative and discriminative models
- sparse coding
- hidden variables
- em algorithm
- expectation maximization
- semi supervised
- high resolution
- object categories
- discriminative methods
- language modeling
- language model
- discriminatively trained
- information extraction