Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery.
Han LiuMark PalatucciJian ZhangPublished in: ICML (2009)
Keyphrases
- multi task
- multi task learning
- learning tasks
- multitask learning
- group lasso
- feature selection
- multi class
- learning problems
- gaussian processes
- multiple tasks
- transfer learning
- sparse learning
- neural network
- knowledge discovery
- multiple kernel learning
- natural language
- cross validation
- collaborative filtering
- information gain
- decision trees
- machine learning
- data mining
- data sets