Meta-learning PINN loss functions.
Apostolos F. PsarosKenji KawaguchiGeorge Em KarniadakisPublished in: J. Comput. Phys. (2022)
Keyphrases
- meta learning
- loss function
- inductive learning
- learning tasks
- support vector
- pairwise
- model selection
- machine learning algorithms
- learning to rank
- machine learning
- decision trees
- reproducing kernel hilbert space
- loss minimization
- feature selection
- risk minimization
- metamodel
- base classifiers
- data mining
- convex loss functions
- learning algorithm
- knn