Implicit Stochastic Gradient Descent for Training Physics-informed Neural Networks.
Ye LiSongcan ChenSheng-Jun HuangPublished in: CoRR (2023)
Keyphrases
- stochastic gradient descent
- neural network
- least squares
- loss function
- matrix factorization
- early stopping
- step size
- training speed
- random forests
- support vector machine
- training process
- training algorithm
- weight vector
- importance sampling
- regularization parameter
- support vector
- logistic regression
- online algorithms
- collaborative filtering
- genetic algorithm
- back propagation
- multiple kernel learning
- linear svm