Adaptive Lasso and group-Lasso for functional Poisson regression.
Stéphane IvanoffFranck PicardVincent RivoirardPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- group lasso
- regression model
- regression coefficients
- variable selection
- regression problems
- contingency tables
- efficient optimization
- multi task
- regression analysis
- model selection
- linear models
- multiple kernel learning
- explanatory variables
- linear model
- multi task learning
- low rank
- linear regression
- multi label learning
- gaussian process
- regularization term
- convex optimization
- closed form
- cross validation
- gaussian processes
- machine learning
- low dimensional
- cost function
- feature selection