Robust Semi-Supervised Learning through Label Aggregation.

Yan Yan Zhongwen Xu Ivor W. Tsang Guodong Long Yi Yang

Published in: AAAI (2016)

Keyphrases

semi supervised learning
label propagation
semi supervised
unlabeled data
labeled data
multi label classification
semi supervised classification
unsupervised learning
partially labeled
machine learning

supervised learning
multi instance learning
co training
manifold regularization
training data
text categorization
class labels
labeled examples
label information
semi supervised learning algorithms

multi instance
regularization framework
unlabeled instances
graph based semi supervised learning
transfer learning
labeled and unlabeled data
active learning
metric learning
multi label

graph cuts
graph construction
multi view
text classification
multi view learning
information extraction
pattern recognition
feature extraction
computer vision