Max vs Min: Independent Component Analysis with nearly Linear Sample Complexity.
Santosh S. VempalaYing XiaoPublished in: CoRR (2014)
Keyphrases
- independent component analysis
- sample complexity
- theoretical analysis
- independent components
- principal component analysis
- learning problems
- upper bound
- signal processing
- independent components analysis
- factor analysis
- learning algorithm
- active learning
- lower bound
- special case
- blind source separation
- generalization error
- sample size
- supervised learning
- training examples
- learning tasks
- pairwise
- latent variables
- training data