Regret Bounds for Lifelong Learning.
Pierre AlquierThe Tien MaiMassimiliano PontilPublished in: AISTATS (2017)
Keyphrases
- lifelong learning
- regret bounds
- online learning
- online course
- lower bound
- e learning
- learning processes
- multi armed bandit
- linear regression
- personal knowledge management
- upper bound
- m learning
- information and communication technologies
- professional development
- linear predictors
- learning strategies
- bregman divergences
- learning process
- least squares
- active learning
- competence development
- learning environment