Optimally weighted loss functions for solving PDEs with Neural Networks.
Remco van der MeerCornelis W. OosterleeAnastasia BorovykhPublished in: CoRR (2020)
Keyphrases
- loss function
- neural network
- pairwise
- support vector
- logistic regression
- squared error
- loss minimization
- learning to rank
- risk minimization
- reproducing kernel hilbert space
- partial differential equations
- convex loss functions
- level set
- artificial neural networks
- update rules
- objective function
- image denoising
- back propagation
- kernel function
- nearest neighbor
- hinge loss
- bayes rule
- decision trees