MISNN: Multiple Imputation via Semi-parametric Neural Networks.
Zhiqi BuZongyu DaiYiliang ZhangQi LongPublished in: CoRR (2023)
Keyphrases
- semi parametric
- neural network
- multiple imputation
- missing data
- statistical databases
- incomplete data
- density estimation
- regression model
- least squares
- genetic algorithm
- missing values
- statistical inference
- artificial neural networks
- back propagation
- pattern recognition
- constrained optimization
- parametric models
- linear model
- mixture model
- regression problems
- expectation maximization
- database
- databases
- data mining
- training algorithm
- bayesian inference
- k nearest neighbor