Deep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks.
Onur AtanJames JordonMihaela van der SchaarPublished in: AAAI (2018)
Keyphrases
- neural network
- learning process
- neural nets
- e learning
- active learning
- causal bayesian networks
- databases
- domain independent
- learning algorithm
- artificial neural networks
- prior knowledge
- optimal solution
- dynamic programming
- sufficient conditions
- model selection
- user profiles
- experimental data
- training data
- data mining