SLaM: Student-Label Mixing for Distillation with Unlabeled Examples.
Vasilis KontonisFotis IliopoulosKhoa TrinhCenk BaykalGaurav MenghaniErik VeePublished in: NeurIPS (2023)
Keyphrases
- unlabeled examples
- active learning
- labeled examples
- labeled data
- unlabeled data
- semi supervised learning
- class labels
- semi supervised
- human experts
- active learner
- co training
- label information
- positive examples
- learning process
- decision boundary
- learning environment
- unlabeled instances
- training examples
- labeled training set
- learning styles
- negative examples
- multi label
- image classification
- training data
- text classification
- learning algorithm
- labeled and unlabeled data
- unsupervised learning
- multiple instance learning
- training samples
- pattern classification
- data sets
- supervised learning
- multi class
- data points
- machine learning