Function Classes for Identifiable Nonlinear Independent Component Analysis.
Simon BuchholzMichel BesserveBernhard SchölkopfPublished in: CoRR (2022)
Keyphrases
- independent component analysis
- source separation
- function classes
- independent components
- principal component analysis
- signal processing
- blind source separation
- vc dimension
- data dependent
- learning algorithm
- learning problems
- special case
- neural network
- sample complexity
- density estimation
- artificial neural networks
- high dimensional
- linear functions
- real valued functions