Combining Committee-Based Semi-supervised and Active Learning and Its Application to Handwritten Digits Recognition.
Mohamed Farouk Abdel HadyFriedhelm SchwenkerPublished in: MCS (2010)
Keyphrases
- handwritten digits
- semi supervised
- active learning
- character recognition
- semi supervised learning
- labeled data
- pool based active learning
- unlabeled data
- supervised learning
- orl face
- generative model
- labeled examples
- unsupervised learning
- learning algorithm
- machine learning
- viewpoint
- transfer learning
- relevance feedback
- pairwise
- selective sampling
- small number
- knn
- high dimensional
- co training
- training set
- pairwise constraints
- object recognition
- image processing