Performance Analysis of Semi-supervised Learning in the Small-data Regime using VAEs.
Varun MannamArman KazemiPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- labeled data
- unlabeled data
- training data
- data sets
- semi supervised
- data analysis
- prior knowledge
- machine learning
- semi supervised classification
- co training
- learning models
- data distribution
- unsupervised learning
- small number
- data points
- e learning
- multi view
- supervised learning
- knowledge discovery
- active learning
- labeled and unlabeled data