Public Data-Assisted Mirror Descent for Private Model Training.
Ehsan AmidArun GaneshRajiv MathewsSwaroop RamaswamyShuang SongThomas SteinkeVinith M. SuriyakumarOm ThakkarAbhradeep ThakurtaPublished in: ICML (2022)
Keyphrases
- simulation data
- input data
- data sets
- experimental data
- data analysis
- raw data
- computational model
- probability distribution
- data processing
- training data
- database
- predictive model
- test data
- synthetic data
- statistical analysis
- data points
- prior knowledge
- data collection
- objective function
- measured data
- learned models
- data structure
- neural network model
- spatial data
- missing data
- end users
- training samples
- small number
- high quality
- statistical model
- probabilistic model
- data sources
- sensor data
- data quality
- expert knowledge
- learning models