Universum Prescription: Regularization using Unlabeled Data.

Xiang Zhang Yann LeCun

Published in: CoRR (2015)

Keyphrases

semi supervised learning
unlabeled data
labeled data
semi supervised
co training
semi supervised classification
labeled examples
supervised learning

labeled and unlabeled data
machine learning
unsupervised learning
labeled training data
text categorization
labeled samples
transfer learning
label propagation

training data
class distribution
active learning
learning problems
class labels
target domain
training examples

decision boundary
learning algorithm
metric learning
naive bayes
dimensionality reduction
small number
pairwise