A Neural Scaling Law from the Dimension of the Data Manifold.
Utkarsh SharmaJared KaplanPublished in: CoRR (2020)
Keyphrases
- data sets
- original data
- raw data
- data structure
- data sources
- data quality
- computer systems
- data processing
- data mining techniques
- neural network
- synthetic data
- data collection
- statistical analysis
- database
- sensor data
- high dimensional
- small number
- image data
- knowledge discovery
- data points
- high quality
- multi dimensional
- training data
- prior knowledge
- spatial data
- experimental data
- databases
- data objects
- noisy data