Model-specific Data Subsampling with Influence Functions.
Anant RajCameron MuscoLester MackeyNicoló FusiPublished in: CoRR (2020)
Keyphrases
- data sets
- high level
- missing data
- input data
- simulation data
- training data
- experimental data
- data collection
- computational model
- synthetic data
- data analysis
- expert knowledge
- neural network
- original data
- database
- small number
- empirical data
- predictive model
- objective function
- learning models
- raw data
- statistical model
- measured data
- measurement data
- computer systems
- data points
- probability distribution
- high quality
- databases
- high dimensional data
- em algorithm
- network structure
- data processing
- data quality
- management system
- prior knowledge
- data structure
- survey data