PEARL: Data Synthesis via Private Embeddings and Adversarial Reconstruction Learning.
Seng Pei LiewTsubasa TakahashiMichihiko UenoPublished in: ICLR (2022)
Keyphrases
- data sets
- prior knowledge
- data analysis
- database
- learning algorithm
- high quality
- data structure
- background knowledge
- learning models
- data collection
- learning tasks
- high dimensional data
- image data
- human experts
- raw data
- learning process
- experimental data
- spatial data
- learned models
- learning systems
- original data
- synthetic data
- distance measure
- dimensionality reduction
- supervised learning
- semi supervised
- data points
- probability distribution
- end users
- bayesian networks
- training data
- three dimensional