From Empirical Observations to Universality: Dynamics of Deep Learning with Inputs Built on Gaussian mixture.
Jaeyong BaeHawoong JeongPublished in: CoRR (2024)
Keyphrases
- deep learning
- gaussian mixture
- unsupervised learning
- gaussian mixture model
- em algorithm
- closed form
- probability density function
- mixture model
- covariance matrix
- unsupervised feature learning
- expectation maximization
- machine learning
- density estimation
- mental models
- higher order
- supervised learning
- multiscale
- feature vectors
- image segmentation