Faster PCA and Linear Regression through Hypercubes in HElib.
Deevashwer RatheePradeep Kumar MishraMasaya YasudaPublished in: WPES@CCS (2018)
Keyphrases
- linear regression
- sparse regression
- principal component analysis
- least squares
- regression problems
- principal components analysis
- linear regression model
- principal components
- ridge regression
- nonlinear regression
- dimensionality reduction
- locally weighted
- regression methods
- feature extraction
- face recognition
- regression method
- multivariate regression
- kernel regression
- regression trees
- linear models
- discriminant analysis
- ls svm
- linear discriminant analysis
- statistically significant
- optical flow
- predictor variables
- feature space
- three dimensional