How Much More Data Do I Need? Estimating Requirements for Downstream Tasks.
Rafid MahmoodJames LucasDavid AcunaDaiqing LiJonah PhilionJose M. AlvarezZhiding YuSanja FidlerMarc T. LawPublished in: CVPR (2022)
Keyphrases
- database
- complex data
- raw data
- data processing
- data structure
- prior knowledge
- data sets
- data collection
- image data
- real time
- high dimensional data
- knowledge discovery
- high quality
- databases
- high dimensional
- data analysis
- small number
- input data
- database systems
- computer systems
- statistical analysis
- learning algorithm
- synthetic data
- missing data
- sensor data
- experimental data
- statistical methods
- neural network