Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior.
Shashank SubramanianPeter HarringtonKurt KeutzerWahid BhimjiDmitriy MorozovMichael MahoneyAmir GholamiPublished in: CoRR (2023)
Keyphrases
- machine learning
- machine learning algorithms
- statistical models
- physical systems
- computer vision
- reinforcement learning
- learning models
- model selection
- data driven approaches
- machine learning models
- machine learning approaches
- machine learning methods
- transfer learning
- artificial intelligence
- text classification
- neural network
- semi supervised learning
- parameter estimation
- natural language processing
- complex systems
- process model
- information extraction
- knowledge representation
- probabilistic model
- multi agent
- knowledge transfer
- case study
- information retrieval
- data mining