Fix-A-Step: Semi-supervised Learning From Uncurated Unlabeled Data.
Zhe HuangMary-Joy SidhomBenjamin WesslerMichael C. HughesPublished in: AISTATS (2023)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- co training
- semi supervised classification
- supervised learning
- training data
- labeled examples
- machine learning
- label propagation
- semisupervised learning
- active learning
- unsupervised learning
- labeled training data
- labeled and unlabeled data
- manifold regularization
- number of labeled examples
- supervised learning algorithms
- training examples
- class labels
- improve the classification accuracy
- learning problems
- unlabeled examples
- semi supervised learning methods
- learning models
- semi supervised learning setting
- regularization framework
- metric learning
- data points
- learning algorithm
- transfer learning
- training samples
- decision trees