Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML.
Jie ZhangJunting ZhangShalini GhoshDawei LiJingwen ZhuHeming ZhangYalin WangPublished in: CoRR (2019)
Keyphrases
- lifelong learning
- multi task
- multi task learning
- learning processes
- learning tasks
- personal knowledge management
- information and communication technologies
- m learning
- multi class
- competence development
- professional development
- multiple tasks
- e learning
- learning community
- gaussian processes
- sparse learning
- online course
- transfer learning
- learning problems
- mobile learning
- feature selection
- pairwise
- reinforcement learning
- learning environment
- text mining
- mobile devices
- online learning