Estimating Learnability in the Sublinear Data Regime.
Weihao KongGregory ValiantPublished in: NeurIPS (2018)
Keyphrases
- data sets
- data collection
- raw data
- statistical analysis
- database
- missing data
- synthetic data
- image data
- data sources
- complex data
- data processing
- data analysis
- data structure
- database systems
- databases
- inductive logic programming
- data quality
- data mining
- statistical methods
- experimental data
- steady state
- sensor data
- learning algorithm
- data model
- high dimensional data
- computer systems
- lower bound
- input data
- prior knowledge
- knowledge discovery
- data points