SVD-Based Screening for the Graphical Lasso.
Yasuhiro FujiwaraNaoki MarumoMathieu BlondelKoh TakeuchiHideaki KimTomoharu IwataNaonori UedaPublished in: IJCAI (2017)
Keyphrases
- singular value decomposition
- variable selection
- feature selection
- drug discovery
- linear regression
- least squares
- regression coefficients
- image analysis
- model selection
- elastic net
- sparse representation
- ridge regression
- hearing aids
- image processing
- distributed digital library
- cervical cancer
- learning algorithm
- denoising
- probabilistic model
- evolutionary algorithm
- support vector
- case study
- information systems