Leveraging Deep Generative Model For Causal Effect Estimation in Healthcare.
Yushin KimSejong LeeSunghyun ChoPublished in: ICTC (2023)
Keyphrases
- generative model
- probabilistic model
- em algorithm
- discriminative learning
- mixture model
- bayesian framework
- prior knowledge
- semi supervised
- conditional random fields
- posterior probability
- expectation maximization
- discriminative models
- latent dirichlet allocation
- machine learning
- markov chain monte carlo
- maximum likelihood estimation
- parameter estimation
- learning algorithm
- data sets
- primal sketch