More data or more parameters? Investigating the effect of data structure on generalization.
Stéphane d'AscoliMarylou GabriéLevent SagunGiulio BiroliPublished in: CoRR (2021)
Keyphrases
- data structure
- high quality
- historical data
- data analysis
- raw data
- data sets
- input data
- original data
- data points
- data acquisition
- data distribution
- data collection
- computer systems
- complex data
- data objects
- synthetic data
- database
- data processing
- training data
- search engine
- statistical analysis
- missing data
- sensor data
- experimental data
- small number
- probability distribution
- bayesian networks
- noisy data
- databases
- efficient data structures