Multi-Task Learning as Multi-Objective Optimization.
Ozan SenerVladlen KoltunPublished in: NeurIPS (2018)
Keyphrases
- multi objective optimization
- multi task learning
- multi objective
- multi task
- evolutionary algorithm
- learning tasks
- multiple tasks
- high order
- gaussian processes
- learning problems
- multitask learning
- theoretical analysis
- multi objective optimization problems
- genetic algorithm
- pareto optimal
- inductive learning
- multi label image annotation
- transfer learning
- differential evolution
- nsga ii
- learning algorithm
- learning models
- loss function
- particle swarm optimization
- multi class
- multi objective evolutionary algorithms
- metric learning
- knowledge acquisition
- pairwise
- optimal solution
- reinforcement learning
- training data