Deep Neural Networks Are Effective At Learning High-Dimensional Hilbert-Valued Functions From Limited Data.
Ben AdcockSimone BrugiapagliaNick C. DexterSebastian MoragaPublished in: MSML (2021)
Keyphrases
- data sets
- high dimensional
- high quality
- learning process
- prior knowledge
- data points
- neural network
- noisy data
- sparse data
- original data
- background knowledge
- learning systems
- data collection
- database
- data quality
- human experts
- synthetic data
- high dimensional data
- image data
- learning algorithm
- data processing
- low dimensional
- knowledge discovery
- unsupervised learning
- active learning
- association rules
- missing data
- pattern recognition
- spatial data
- knowledge acquisition
- raw data
- data structure