Public Data-Assisted Mirror Descent for Private Model Training.
Ehsan AmidArun GaneshRajiv MathewsSwaroop RamaswamyShuang SongThomas SteinkeVinith M. SuriyakumarOm ThakkarAbhradeep ThakurtaPublished in: CoRR (2021)
Keyphrases
- test data
- experimental data
- data sets
- probability distribution
- expert knowledge
- database
- prior knowledge
- empirical data
- data structure
- data processing
- computational model
- input data
- probabilistic model
- simulation data
- data points
- statistical model
- measured data
- data collection
- network structure
- training examples
- high dimensional data
- raw data
- training samples
- mathematical model
- high quality
- training data
- synthetic data
- spatial data
- data mining techniques
- small number
- data sources
- data analysis
- original data
- prior information
- decision trees
- neural network
- databases
- multiple viewpoints
- public private