Sparse coding for multitask and transfer learning.

Andreas Maurer Massimiliano Pontil Bernardino Romera-Paredes

Published 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