Groupyr: Sparse Group Lasso in Python.
Adam C. Richie-HalfordManjari NarayanNoah SimonJason D. YeatmanAriel RokemPublished in: J. Open Source Softw. (2021)
Keyphrases
- group lasso
- variable selection
- regression model
- structured sparsity
- efficient optimization
- multiple kernel learning
- multi task
- low rank
- contingency tables
- regularization term
- multi label learning
- multi task learning
- convex optimization
- mixed norm
- model selection
- cross validation
- regression problems
- high dimensional
- linear models
- linear combination
- missing data
- objective function
- learning problems
- binary classification
- high order
- genetic programming
- low dimensional