Approximation and Generalization of DeepONets for Learning Operators Arising from a Class of Singularly Perturbed Problems.
Ting DuZhongyi HuangYe LiPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- learning process
- efficient learning
- macro operators
- learning systems
- supervised learning
- optimization problems
- learning machines
- learning tasks
- explanation based generalization
- approximation schemes
- solving problems
- inductive inference
- unsupervised learning
- active learning
- bayesian networks
- approximation algorithms
- inductive learning
- learning problems
- positive examples
- mobile learning
- knowledge acquisition
- multi class problems
- machine learning