Jack and Masters of All Trades: One-Pass Learning of a Set of Model Sets from Foundation Models.
Han Xiang ChoongYew-Soon OngAbhishek GuptaRay LimPublished in: CoRR (2022)
Keyphrases
- accurate models
- prior knowledge
- learning models
- learned models
- modeling framework
- probabilistic model
- probability distribution
- statistical model
- learning scheme
- learning algorithm
- hidden variables
- experimental data
- hybrid model
- classification models
- prediction model
- computational models
- dynamic bayesian networks
- learning phase
- multiple models
- learning tasks
- learning mechanism
- positive examples
- computational model
- structured prediction
- latent variable models
- autoregressive
- neural nets
- generic model
- parametric models
- mathematical models
- learning systems
- model selection
- online learning
- learning process
- training data
- linear model
- metamodel
- bayesian methods
- bayesian framework
- modeling method
- statistical models
- mathematical model
- input data
- objective function