Uncertainty-aware self-training with expectation maximization basis transformation.
Zijia WangWenbin YangZhisong LiuZhen JiaPublished in: CoRR (2024)
Keyphrases
- expectation maximization
- em algorithm
- inherent uncertainty
- uncertain data
- gaussian mixture model
- model based clustering
- transformation rules
- data mining
- semi supervised learning
- three dimensional
- training set
- cost sensitive
- learning algorithm
- linear transformation
- maximum likelihood estimation
- co training
- constrained optimization
- probabilistic model
- rough sets
- probability density function
- maximum a posteriori
- starting point
- support vector machine
- multi class
- mixture model
- unsupervised learning