The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions.
Vanessa D'AmarioSanjana SrivastavaTomotake SasakiXavier BoixPublished in: CoRR (2021)
Keyphrases
- database
- neural network
- data analysis
- data sets
- input data
- data processing
- data collection
- data sources
- sensor data
- image data
- dimensional data
- data structure
- data quality
- raw data
- experimental data
- synthetic data
- statistical analysis
- small number
- knowledge discovery
- prior knowledge
- training data
- high dimensional data
- machine learning
- data distribution
- data objects
- high dimensional