On the Importance of Firth Bias Reduction in Few-Shot Classification.
Saba GhaffariEhsan SalehDavid A. ForsythYu-Xiong WangPublished in: ICLR (2022)
Keyphrases
- image classification
- feature extraction
- support vector machine
- feature selection
- pattern recognition
- feature vectors
- decision trees
- classification algorithm
- preprocessing
- training set
- machine learning algorithms
- classification process
- pattern classification
- decision rules
- automatic classification
- classification systems
- unsupervised learning
- text classification
- supervised learning
- classification accuracy
- support vector
- neural network
- classification rate
- reduction method
- machine learning methods
- classification method
- benchmark datasets
- support vector machine svm
- visual features
- image features
- learning algorithm