The Gaussian equivalence of generative models for learning with two-layer neural networks.
Sebastian GoldtGalen ReevesMarc MézardFlorent KrzakalaLenka ZdeborováPublished in: CoRR (2020)
Keyphrases
- generative model
- neural network
- discriminative learning
- prior knowledge
- learning algorithm
- boltzmann machine
- probabilistic model
- learning process
- active learning
- unsupervised learning
- mixture model
- hidden variables
- representational power
- feature selection
- object detection
- supervised learning
- back propagation
- conditional random fields
- object categories
- learning rules
- parameter learning
- e learning