Adaptive Group Sparse Multi-task Learning via Trace Lasso.
Sulin LiuSinno Jialin PanPublished in: IJCAI (2017)
Keyphrases
- multi task learning
- group lasso
- multi task
- gaussian processes
- learning tasks
- multitask learning
- high order
- transfer learning
- multiple tasks
- sparse representation
- learning problems
- multi label image annotation
- regression model
- variable selection
- multi class
- theoretical analysis
- regularized regression
- feature selection
- multiple kernel learning
- learning algorithm
- metric learning
- inductive learning
- markov random field
- image classification
- prior knowledge
- high dimensional
- dirichlet process
- learning models
- unsupervised learning