Sparse coding for multitask and transfer learning.
Andreas MaurerMassimiliano PontilBernardino Romera-ParedesPublished in: ICML (2) (2013)
Keyphrases
- transfer learning
- multi task
- sparse coding
- learning tasks
- dictionary learning
- multi task learning
- natural images
- sparse representation
- image classification
- linear combination
- multitask learning
- generative model
- unsupervised learning
- metric learning
- active learning
- multiple tasks
- collaborative filtering
- gaussian processes
- image representation
- image patches
- reinforcement learning
- machine learning
- labeled data
- text categorization
- semi supervised learning
- text classification
- learning problems
- feature space
- group lasso
- learning algorithm
- text mining
- high dimensional
- object recognition
- image processing
- machine learning algorithms
- principal component analysis
- supervised learning