Learning Capacity: A Measure of the Effective Dimensionality of a Model.
Daiwei ChenWeikai ChangPratik ChaudhariPublished in: CoRR (2023)
Keyphrases
- similarity measure
- formal model
- prior knowledge
- mathematical model
- learning algorithm
- effective learning
- learning phase
- computational models
- conceptual model
- statistical model
- computational model
- supervised learning
- probabilistic model
- learning process
- high dimensional
- theoretical analysis
- online learning
- theoretical framework
- dimensionality reduction
- information content
- learning models
- social networks
- learned models
- neural network
- accurate models