Sparse Group Lasso for Regression on Land Climate Variables.
Soumyadeep ChatterjeeArindam BanerjeeSnigdhansu ChatterjeeAuroop R. GangulyPublished in: ICDM Workshops (2011)
Keyphrases
- group lasso
- regression coefficients
- variable selection
- regression model
- model selection
- efficient optimization
- linear models
- explanatory variables
- multiple kernel learning
- contingency tables
- multi task
- regression problems
- cross validation
- low rank
- multi label learning
- high dimensional
- mixed norm
- regularization term
- multi task learning
- regression analysis
- convex optimization
- response variable
- dimension reduction
- cost function
- linear model
- random variables
- high dimensional data
- graph cuts
- supervised learning
- feature selection