A Two-Scale Complexity Measure for Deep Learning Models.
Massimiliano DatresGian Paolo LeonardiAlessio FigalliDavid SutterPublished in: CoRR (2024)
Keyphrases
- learning models
- machine learning
- learning tasks
- loss function
- semi supervised learning
- machine learning algorithms
- conditional random fields
- learning paradigms
- learning algorithm
- learning problems
- machine learning models
- image processing
- classification models
- concept classes
- similarity measure
- information extraction
- higher order
- generative model
- probabilistic model
- data sets