Towards Interpretable Multi-task Learning Using Bilevel Programming.
Francesco AlesianiShujian YuAmmar ShakerWenzhe YinPublished in: ECML/PKDD (2) (2020)
Keyphrases
- multi task learning
- bilevel programming
- learning problems
- optimality conditions
- multi task
- gaussian processes
- learning tasks
- convex programming
- learning models
- high order
- convergence analysis
- upper level
- theoretical analysis
- transfer learning
- inductive learning
- supervised learning
- machine learning
- semi supervised learning
- learning algorithm
- gaussian process
- data mining
- nonlinear programming
- linear programming
- multi class