Clustered Multi-Task Learning: A Convex Formulation.
Laurent JacobFrancis R. BachJean-Philippe VertPublished in: NIPS (2008)
Keyphrases
- multi task learning
- convex formulation
- convex optimization
- multi task
- potts model
- gradient method
- gaussian processes
- learning tasks
- loss function
- learning problems
- convex relaxation
- learning algorithm
- learning models
- theoretical analysis
- transfer learning
- high order
- multi label
- markov random field
- probability distribution