Parsimonious unsupervised and semi-supervised domain adaptation with good similarity functions.

Emilie Morvant Amaury Habrard Stéphane Ayache

Published in: Knowl. Inf. Syst. (2012)

Keyphrases

domain adaptation
similarity function
semi supervised
distance function
pairwise
similarity measure
multiple sources
cross domain

semi supervised learning
labeled data
transfer learning
sentiment classification
kernel methods
unlabeled data
maximum margin

test data
reproducing kernel hilbert space
prior knowledge
text classification
knn
target domain
training data

unsupervised learning
k nearest neighbor
document classification
co training
feature vectors
feature selection
data mining