An operator preconditioning perspective on training in physics-informed machine learning.
Tim De RyckFlorent BonnetSiddhartha MishraEmmanuel de BézenacPublished in: CoRR (2023)
Keyphrases
- machine learning
- computer science
- supervised learning
- artificial intelligence
- knowledge acquisition
- decision trees
- training set
- training phase
- training process
- machine learning algorithms
- viewpoint
- covariate shift
- edge preserving
- learning systems
- knowledge discovery
- active learning
- feature selection
- knowledge representation
- data mining
- learning algorithm
- bundle adjustment
- learning problems
- machine learning methods
- test set
- reinforcement learning
- model selection
- pattern recognition
- information extraction
- evolutionary algorithm
- training examples
- training samples
- multiscale
- statistical methods
- learning tasks
- multi view
- inductive logic programming
- inductive learning
- natural language processing
- natural language
- computer vision
- machine learning approaches