Deep Generative Imputation Model for Missing Not At Random Data.
Jialei ChenYuanbo XuPengyang WangYongjian YangPublished in: CoRR (2023)
Keyphrases
- missing data
- missing values
- probability distribution
- test data
- experimental data
- data sets
- input data
- expert knowledge
- high quality
- mathematical model
- computational model
- simulation data
- database
- prior knowledge
- statistical analysis
- data analysis
- probabilistic model
- data sources
- data collection
- uniformly distributed
- predictive model
- learning models
- high level
- network structure
- statistical model
- computer systems
- knowledge discovery
- end users
- objective function
- synthetic data
- statistical methods
- parameter estimation
- em algorithm
- incomplete data
- missing information
- databases