UFed-GAN: A Secure Federated Learning Framework with Constrained Computation and Unlabeled Data.
Achintha WijesingheSongyang ZhangSiyu QiZhi DingPublished in: CoRR (2023)
Keyphrases
- unlabeled data
- multi view learning
- learning frameworks
- active learning
- labeled and unlabeled data
- learning algorithm
- semi supervised
- supervised learning
- semi supervised learning
- labeled data
- co training
- positive examples
- learning process
- learning models
- unsupervised learning
- multi view
- supervised learning algorithms
- prior knowledge
- manifold regularization
- training data
- sample selection bias
- domain adaptation
- machine learning
- semi supervised learning setting
- reinforcement learning
- labeled training data
- data points
- partially labeled data
- learning problems
- transfer learning
- class labels
- dimensionality reduction
- semi supervised classification
- probabilistic model
- high dimensional
- training set
- information retrieval