On Sharing Models Instead of Data using Mimic learning for Smart Health Applications.
Mohamed BazaAndrew SalazarMohamed MahmoudMohamed M. AbdallahKemal AkkayaPublished in: CoRR (2019)
Keyphrases
- prior knowledge
- learning models
- experimental data
- learned models
- accurate models
- data analysis
- training data
- database
- learning algorithm
- learning process
- hidden variables
- image data
- historical data
- raw data
- online learning
- statistical analysis
- data collection
- probabilistic model
- data sources
- statistical methods
- data sets
- machine learning
- high quality
- reinforcement learning
- data quality
- active learning
- synthetic data
- semi supervised
- human experts
- data model
- health care
- knowledge acquisition
- neural network
- data processing