Federated Semi-Supervised Learning with Annotation Heterogeneity.

Xinyi Shang Gang Huang Yang Lu Jian Lou Bo Han Yiu-ming Cheung Hanzi Wang

Published in: CoRR (2023)

Keyphrases

semi supervised learning
active learning
semi supervised
unlabeled data
labeled data
supervised learning
machine learning
training data

semi supervised classification
graph based semi supervised learning
manifold regularization
unsupervised learning
learning problems
image annotation
image retrieval
data sources

semi supervised learning algorithms
co training
regularization framework
text categorization
label propagation
training set
improve the classification accuracy
labeled and unlabeled data

learning algorithm
semi supervised clustering
labeled examples
domain adaptation
metric learning
learning models
multi view