Counterfactual Generative Models for Time-Varying Treatments.
Shenghao WuWenbin ZhouMinshuo ChenShixiang ZhuPublished in: KDD (2024)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- discriminative models
- hierarchical hidden markov models
- prior knowledge
- em algorithm
- semi supervised
- topic models
- representational power
- conditional random fields
- maximum entropy principle
- boltzmann machine
- naive bayes models
- semi supervised learning
- machine learning algorithms
- object categories
- generative and discriminative models
- information extraction