Differentially Private Normalizing Flows for Density Estimation, Data Synthesis, and Variational Inference with Application to Electronic Health Records.
Bingyue SuYu WangDaniele E. SchiavazziFang LiuPublished in: CoRR (2023)
Keyphrases
- density estimation
- differentially private
- data sets
- data sources
- distributed data
- raw data
- data analysis
- machine learning
- data distribution
- information retrieval
- probability distribution
- knowledge discovery
- data quality
- mixture model
- high dimensional data
- database
- third party
- closed form
- missing values
- statistical analysis
- maximum likelihood
- input data
- clustering algorithm