High-Dimensional Feature Selection for Sample Efficient Treatment Effect Estimation.
Kristjan H. GreenewaldKarthikeyan ShanmugamDmitriy A. Katz-RogozhnikovPublished in: AISTATS (2021)
Keyphrases
- feature selection
- high dimensional
- small sample
- feature space
- dimensionality reduction
- high dimensionality
- machine learning
- text categorization
- support vector
- microarray data
- discriminative features
- image sequences
- nearest neighbor
- mutual information
- text classification
- cost effective
- computationally expensive
- gene expression data
- estimation algorithm