Kernel collaborative online algorithms for multi-task learning.
A. AravindhS. S. ShijuS. SumitraPublished in: Ann. Math. Artif. Intell. (2019)
Keyphrases
- multi task learning
- online algorithms
- gaussian processes
- learning algorithm
- multi task
- online learning
- lower bound
- learning tasks
- learning problems
- worst case
- kernel methods
- average case
- high order
- transfer learning
- theoretical analysis
- gaussian process
- feature space
- kernel function
- data sets
- inductive learning
- asymptotically optimal
- multi class
- metric learning
- graphical models
- input space
- active learning
- support vector
- machine learning