Multi-task Bias-Variance Trade-off Through Functional Constraints.
Juan CerviñoJuan Andrés BazerqueMiguel Calvo-FullanaAlejandro RibeiroPublished in: CoRR (2022)
Keyphrases
- bias variance
- trade off
- multi task
- multi task learning
- learning tasks
- bias variance decomposition
- multitask learning
- multi class
- multiple tasks
- sparse learning
- learning problems
- gaussian processes
- transfer learning
- feature selection
- information gain
- low variance
- nearest neighbor
- classification accuracy
- reinforcement learning