Counterfactual Prediction with Deep Instrumental Variables Networks.
Jason S. HartfordGreg LewisKevin Leyton-BrownMatt TaddyPublished in: CoRR (2016)
Keyphrases
- target variable
- prediction accuracy
- prediction algorithm
- social networks
- neural network ensemble
- variable selection
- network design
- deep learning
- prediction error
- polynomial neural networks
- network topologies
- prediction model
- network structure
- directed acyclic graph
- hidden variables
- network model
- heterogeneous networks
- network analysis
- probability distribution
- decision trees
- learning algorithm