Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs.
S. Chandra MouliDanielle C. MaddixShima AlizadehGaurav GuptaAndrew StuartMichael W. MahoneyYuyang WangPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- prior knowledge
- learning problems
- learning process
- online learning
- learning systems
- learning scheme
- multi agent
- knowledge acquisition
- transfer knowledge
- blocks world
- numerical solution
- domain adaptation
- inductive inference
- learning analytics
- incremental learning
- domain specific
- supervised learning
- decision making
- computer vision