Robust Federated Learning With Noisy Labeled Data Through Loss Function Correction.
Li ChenFan AngYunfei ChenWeidong WangPublished in: IEEE Trans. Netw. Sci. Eng. (2023)
Keyphrases
- loss function
- labeled data
- partially labeled data
- supervised learning
- learning algorithm
- active learning
- semi supervised
- unlabeled data
- semi supervised learning
- prior knowledge
- labeled and unlabeled data
- machine learning
- learning process
- domain adaptation
- learning models
- training data
- text classification
- transfer learning
- pairwise constraints
- learning tasks
- labeling effort
- labeled instances
- labeled examples
- reinforcement learning
- support vector
- learning problems
- machine learning algorithms
- positive examples
- data sets
- weakly supervised
- unsupervised learning
- label propagation
- pairwise
- multi class
- data points