Estimation of Individual Treatment Effect in Latent Confounder Models via Adversarial Learning.
Changhee LeeNicholas MastronardeMihaela van der SchaarPublished in: CoRR (2018)
Keyphrases
- learning algorithm
- latent variable models
- reinforcement learning
- learning process
- prior knowledge
- learning models
- knowledge acquisition
- learning systems
- experimental data
- learned models
- dynamic bayesian networks
- inductive inference
- parametric models
- learning tasks
- complex systems
- monte carlo simulation
- parameter estimation
- supervised learning
- active learning
- neural network