A Fitted Sparse-Group Lasso for Genome-Based Evaluations.
Jan KlosaNoah SimonVolkmar LiebscherDörte WittenburgPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2023)
Keyphrases
- group lasso
- regression model
- variable selection
- structured sparsity
- multiple kernel learning
- efficient optimization
- contingency tables
- multi task
- multi label learning
- mixed norm
- convex optimization
- low rank
- multi task learning
- regularization term
- cross validation
- regression problems
- linear models
- image processing
- model selection
- high dimensional
- binary classification
- gaussian process
- multi label
- denoising
- data sets