SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning.
Chaoqun DuYizeng HanGao HuangPublished in: CoRR (2024)
Keyphrases
- semi supervised learning
- semi supervised
- manifold regularization
- labeled data
- regularization framework
- active learning
- unlabeled data
- machine learning
- multi view learning
- probabilistic model
- semi supervised classification
- discriminative models
- unsupervised learning
- co training
- label propagation
- supervised learning
- multiple instance learning
- boosting framework
- learning frameworks
- semi supervised learning setting
- improve the classification accuracy
- labeled and unlabeled data
- learning problems
- real world
- data sets