Revisiting Discriminative vs. Generative Classifiers: Theory and Implications.
Chenyu ZhengGuoqiang WuFan BaoYue CaoChongxuan LiJun ZhuPublished in: ICML (2023)
Keyphrases
- discriminative classifiers
- bayesian network classifiers
- discriminative learning
- feature selection
- discriminative methods
- feature extraction
- linear classifiers
- generative model
- test set
- machine learning algorithms
- decision trees
- training data
- support vector
- object category recognition
- semi supervised
- naive bayes
- discriminatively trained
- discriminative training
- feature set
- supervised classification
- object detection
- discriminative power
- classification method
- theoretical framework
- svm classifier
- machine learning
- conditional likelihood
- training examples
- unsupervised learning