Near-optimal rate of consistency for linear models with missing values.
Alexis AymeClaire BoyerAymeric DieuleveutErwan ScornetPublished in: ICML (2022)
Keyphrases
- missing values
- linear models
- missing data
- variable selection
- linear model
- incomplete data
- data imputation
- linear regression
- high dimensional data
- gaussian processes
- neural network
- least squares
- high dimensional
- cross validation
- data analysis
- low rank
- training data
- computer vision
- learning algorithm
- causal relationships
- missing attribute values
- data sets