Understanding Classifier Mistakes with Generative Models.
Laëtitia ShaoYang SongStefano ErmonPublished in: CoRR (2020)
Keyphrases
- generative model
- discriminative learning
- probabilistic model
- naive bayes models
- mixture model
- maximum entropy principle
- discriminative models
- prior knowledge
- em algorithm
- training data
- conditional random fields
- topic models
- hierarchical hidden markov models
- decision trees
- expectation maximization
- semi supervised
- object categories
- generative and discriminative models
- machine learning
- pairwise
- training set
- weakly supervised
- representational power
- learning algorithm
- learning phase
- object recognition
- computer vision