Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning.
Sébastien LachapelleTristan DeleuDivyat MahajanIoannis MitliagkasYoshua BengioSimon Lacoste-JulienQuentin BertrandPublished in: ICML (2023)
Keyphrases
- higher order
- multi task learning
- high order
- multi task
- group lasso
- multiple tasks
- gaussian processes
- learning tasks
- multitask learning
- learning problems
- pairwise
- multi label image annotation
- multiple related tasks
- theoretical analysis
- transfer learning
- inductive learning
- information extraction
- high dimensional
- learning algorithm
- regression model
- graph cuts
- random sampling
- image classification
- multi class
- feature selection
- social networks