Meta-learning PINN loss functions.
Apostolos F. PsarosKenji KawaguchiGeorge Em KarniadakisPublished in: CoRR (2021)
Keyphrases
- meta learning
- loss function
- learning tasks
- inductive learning
- model selection
- pairwise
- support vector
- machine learning algorithms
- decision trees
- learning to rank
- machine learning
- feature selection
- base classifiers
- convex loss functions
- loss minimization
- risk minimization
- metamodel
- knowledge acquisition
- reproducing kernel hilbert space
- higher order
- high dimensional
- training data
- information retrieval