Deep Neural Networks Are Effective At Learning High-Dimensional Hilbert-Valued Functions From Limited Data.
Ben AdcockSimone BrugiapagliaNick C. DexterSebastian MoragaPublished in: CoRR (2020)
Keyphrases
- high dimensional
- data points
- neural network
- data sets
- data analysis
- active learning
- sparse data
- database
- original data
- learning algorithm
- prior knowledge
- image data
- high quality
- background knowledge
- data collection
- high dimensional data
- learning rules
- input space
- synthetic data
- learning models
- data processing
- training data
- neural nets
- accurate models
- raw data
- labeled data
- supervised learning
- data sources
- learning process