Synergies Between Disentanglement and Sparsity: a Multi-Task Learning Perspective.
Sébastien LachapelleTristan DeleuDivyat MahajanIoannis MitliagkasYoshua BengioSimon Lacoste-JulienQuentin BertrandPublished in: CoRR (2022)
Keyphrases
- multi task learning
- multi task
- group lasso
- multiple tasks
- learning tasks
- multitask learning
- gaussian processes
- learning problems
- multi label image annotation
- multiple related tasks
- high order
- transfer learning
- learning algorithm
- theoretical analysis
- high dimensional
- inductive learning
- kernel methods
- conditional random fields
- metric learning
- unsupervised learning
- supervised learning
- information extraction