How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm?
Haiyun HeGholamali AminianYuheng BuMiguel R. D. RodriguesVincent Y. F. TanPublished in: CoRR (2022)
Keyphrases
- generalization error
- learning algorithm
- semi supervised
- computational complexity
- np hard
- active learning
- target function
- worst case
- optimal solution
- cost function
- objective function
- similarity measure
- model selection
- theoretical analysis
- detection method
- neural network
- classification error
- text classification
- labeled data
- data sets