Semi-supervised Group DRO: Combating Sparsity with Unlabeled Data.
Pranjal AwasthiSatyen KaleAnkit PensiaPublished in: ALT (2024)
Keyphrases
- unlabeled data
- semi supervised
- labeled data
- semi supervised learning
- active learning
- labeled and unlabeled data
- co training
- semi supervised classification
- labeled examples
- supervised learning
- labeled training data
- pairwise
- learning algorithm
- semi supervised learning algorithms
- small set of labeled
- semi supervised clustering
- training examples
- text classification
- training data
- supervised and semi supervised
- unsupervised learning
- label propagation
- class labels
- positive examples
- multi view
- high dimensional
- sparse representation
- semi supervised learning methods
- unlabeled examples
- pairwise constraints
- domain adaptation
- low rank
- labeled and unlabeled examples
- transfer learning
- dimensionality reduction
- data points
- multi label learning
- multi view learning
- training set
- multiple instance learning
- semisupervised learning
- unlabeled training data