Double Machine Learning Density Estimation for Local Treatment Effects with Instruments.
Yonghan JungJin TianElias BareinboimPublished in: NeurIPS (2021)
Keyphrases
- density estimation
- machine learning
- mixture model
- probability density function
- density function
- outlier detection
- probability density
- parzen window
- nonparametric density estimation
- mixture modeling
- kernel density estimation
- decision trees
- computer vision
- model selection
- pattern recognition
- machine learning algorithms
- learning algorithm
- data mining
- multivariate gaussian distribution
- data sets
- gaussian mixture model
- semi supervised learning
- machine learning methods
- density estimates
- support vector
- pattern classification
- statistical methods
- em algorithm
- density estimators
- low dimensional
- kernel density estimator
- probability distribution