Synthetic Data: Opening the data floodgates to enable faster, more directed development of machine learning methods.
James JordonAlan WilsonMihaela van der SchaarPublished in: CoRR (2020)
Keyphrases
- synthetic data
- machine learning methods
- data sets
- machine learning
- real world
- data processing
- statistical methods
- training data
- domain knowledge
- database
- raw data
- mri data
- real image data
- probability distribution
- data collection
- statistical analysis
- decision trees
- domain experts
- learning algorithm
- data mining
- ensemble methods
- synthetic datasets