Estimating Principal Components under Adversarial Perturbations.
Pranjal AwasthiXue ChenAravindan VijayaraghavanPublished in: COLT (2020)
Keyphrases
- principal components
- principal component analysis
- dimensionality reduction
- multivariate data
- kernel space
- principal components analysis
- spectral data
- feature set
- covariance matrix
- hyperplane
- kernel principal component analysis
- neural network
- rigid body
- correlation coefficient
- principal component regression
- high dimensional
- objective function