Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning.
Pier Giuseppe SessaPierre LaforgueNicolò Cesa-BianchiAndreas KrausePublished in: NeurIPS (2023)
Keyphrases
- confidence bounds
- multitask learning
- active learning
- semi supervised
- gaussian processes
- multi task
- learning tasks
- labeled data
- multi task learning
- transfer learning
- data mining
- data points
- learning process
- gaussian process
- learning algorithm
- upper bound
- higher order
- unlabeled data
- theoretical analysis
- lower bound
- training data