Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior.
Shashank SubramanianPeter HarringtonKurt KeutzerWahid BhimjiDmitriy MorozovMichael W. MahoneyAmir GholamiPublished in: NeurIPS (2023)
Keyphrases
- machine learning
- machine learning methods
- model selection
- machine learning approaches
- probabilistic model
- machine learning algorithms
- prior knowledge
- knowledge discovery
- natural language processing
- statistical model
- complex systems
- knowledge acquisition
- computer science
- pattern recognition
- feature selection
- information extraction
- natural language
- statistical models
- statistical methods
- inductive learning
- genetic algorithm