PCA consistency for the power spiked model in high-dimensional settings.
Kazuyoshi YataMakoto AoshimaPublished in: J. Multivar. Anal. (2013)
Keyphrases
- high dimensional
- computational model
- prior knowledge
- mathematical model
- principal components analysis
- theoretical framework
- management system
- principal component analysis
- multi dimensional
- parameter space
- conceptual model
- experimental data
- neural network model
- statistical model
- parameter estimation
- variable selection
- discrete data
- similarity search
- neural network
- theoretical analysis
- em algorithm
- dimensionality reduction
- probabilistic model
- face recognition
- machine learning