Few-shot classification guided by generalization error bound.
Fan LiuSai YangDelong ChenHuaxi HuangJun ZhouPublished in: Pattern Recognit. (2024)
Keyphrases
- error bounds
- decision trees
- classification accuracy
- theoretical analysis
- feature selection
- feature extraction
- pattern recognition
- feature vectors
- feature space
- machine learning
- image classification
- parzen window
- support vector machine
- worst case
- pattern classification
- detection algorithm
- machine learning algorithms
- cross validation
- visual features
- training set
- supervised classification
- video sequences
- finite sample