Elliptic PDE learning is provably data-efficient.
Nicolas BoulléDiana HalikiasAlex TownsendPublished in: CoRR (2023)
Keyphrases
- raw data
- synthetic data
- data sets
- data analysis
- prior knowledge
- data collection
- image data
- data processing
- computer systems
- end users
- bayesian methods
- learning models
- experimental data
- statistical analysis
- learning algorithm
- small number
- learning process
- reinforcement learning
- training data
- privacy preserving
- database
- partial differential equations
- original data
- e learning
- human experts
- data distribution
- data mining techniques
- high quality
- data sources
- online learning
- level set