Cross-Silo Federated Training in the Cloud with Diversity Scaling and Semi-Supervised Learning.
Kishore NanduryAnand MohanFrederick WeberPublished in: ICASSP (2021)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised
- unlabeled data
- labeled training data
- labeled data
- number of labeled examples
- covariate shift
- co training
- active learning
- unsupervised learning
- learning problems
- machine learning
- semi supervised classification
- training data
- training examples
- label propagation
- training set
- labeled examples
- training process
- graph based semi supervised learning
- manifold regularization
- labeled and unlabeled data
- improve the classification accuracy
- transfer learning
- learning algorithm
- semi supervised learning methods
- domain adaptation
- semi supervised learning algorithms
- multiple instance learning
- training and test data
- pattern recognition
- learning tasks
- training samples
- dimensionality reduction