Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments.
Vasilis SyrgkanisVictor LeiMiruna OprescuMaggie HeiKeith BattocchiGreg LewisPublished in: NeurIPS (2019)
Keyphrases
- machine learning
- machine learning methods
- data mining
- computer vision
- statistical methods
- pattern recognition
- estimation algorithm
- support vector machine
- information retrieval
- semi supervised learning
- accurate estimation
- natural language processing
- active learning
- machine learning algorithms
- computational intelligence
- knowledge discovery
- decision trees
- artificial intelligence
- real world
- estimation accuracy
- explanation based learning
- inductive learning
- inductive logic programming
- real time
- learning systems
- parameter estimation
- unsupervised learning
- knowledge acquisition
- text classification
- knowledge representation
- reinforcement learning
- feature selection
- neural network