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