Representation Equivalent Neural Operators: a Framework for Alias-free Operator Learning.
Francesca BartolucciEmmanuel de BézenacBogdan RaonicRoberto MolinaroSiddhartha MishraRima AlaifariPublished in: NeurIPS (2023)
Keyphrases
- learning process
- learning algorithm
- main contribution
- learning scheme
- neural network
- reinforcement learning
- learning problems
- artificial neural networks
- macro operators
- learning systems
- learning tasks
- multiple representations
- recurrent networks
- learning mechanism
- dynamic bayesian networks
- inductive inference
- background knowledge
- theoretical framework
- active learning
- hebbian learning
- learning frameworks
- translation invariant
- learning rules
- supervised learning
- machine learning