Machine Learning Model Sizes and the Parameter Gap.
Pablo VillalobosJaime SevillaTamay BesirogluLennart HeimAnson HoMarius HobbhahnPublished in: CoRR (2022)
Keyphrases
- machine learning
- probabilistic model
- formal model
- objective function
- linear model
- parameter values
- high level
- bayesian framework
- theoretical framework
- machine learning algorithms
- natural language processing
- prediction model
- simulation model
- neural network model
- knowledge acquisition
- text classification
- database
- least squares
- information extraction
- cost function
- expert systems
- computer vision
- neural network