Harnessing Unlabeled Data to Improve Generalization of Biometric Gender and Age Classifiers.
Aakash Varma NadimpalliNarsi ReddySreeraj RamachandranAjita RattaniPublished in: CoRR (2021)
Keyphrases
- unlabeled data
- co training
- semi supervised learning
- labeled data
- semi supervised
- labeled training data
- training data
- unlabeled training data
- labeled and unlabeled data
- training set
- class labels
- supervised learning algorithms
- training examples
- unlabeled examples
- semi supervised classification
- text classification
- ensemble learning
- supervised learning
- active learning
- learning algorithm
- improve the classification accuracy
- labeled examples
- data points
- text categorization
- decision trees
- labeled and unlabeled examples
- semi supervised learning methods
- feature extraction
- domain adaptation
- unsupervised learning
- multi view
- classification accuracy
- data sets
- naive bayes
- training samples
- positive examples
- feature set
- pairwise
- pattern recognition
- support vector
- number of labeled examples
- partially labeled data