No Fear of Classifier Biases: Neural Collapse Inspired Federated Learning with Synthetic and Fixed Classifier.
Zexi LiXinyi ShangRui HeTao LinChao WuPublished in: CoRR (2023)
Keyphrases
- learning algorithm
- learning phase
- sample selection bias
- training data
- learning process
- learning stage
- training set
- bayesian network classifiers
- neural classifier
- classification scheme
- classification algorithm
- feature space
- support vector machine
- learning classifier systems
- learning problems
- class labels
- feature set
- supervised learning
- active learning
- reinforcement learning
- discriminative learning
- linear classifiers
- multi category
- multi class classifier
- training process
- learning tasks
- learning systems
- training samples
- online learning
- prior knowledge
- digital libraries
- network architecture
- classification rate
- svm classifier
- classification process
- classifier combination
- support vector
- decision trees
- feature selection
- neural network