Accelerated Sparse Linear Regression via Random Projection.
Weizhong ZhangLijun ZhangRong JinDeng CaiXiaofei HePublished in: AAAI (2016)
Keyphrases
- linear regression
- random projections
- compressive sensing
- compressed sensing
- least squares
- sparse representation
- dimensionality reduction
- dimension reduction
- original data
- generalized linear models
- random sampling
- low dimensional
- document clustering
- hash functions
- image reconstruction
- regression methods
- nonlinear regression
- principal component analysis
- data sets
- high dimensionality
- high dimensional
- image sequences
- machine learning