On the Asymptotic Sample Complexity of HGR Maximal Correlation Functions in Semi-supervised Learning.
Xiangxiang XuShao-Lun HuangPublished in: Allerton (2019)
Keyphrases
- training set
- sample complexity
- semi supervised learning
- supervised learning
- active learning
- learning problems
- unlabeled data
- generalization error
- training data
- training examples
- labeled data
- unsupervised learning
- semi supervised
- pac learning
- vc dimension
- co training
- cross validation
- learning tasks
- training samples
- data sets
- class labels
- transfer learning
- special case
- labeled examples
- text categorization
- theoretical analysis
- learning algorithm
- machine learning
- data mining
- domain adaptation
- worst case
- prior knowledge
- model selection
- image classification