Learning Nearest-Neighbor Quantizers from Labeled Data by Information Loss Minimization.
Svetlana LazebnikMaxim RaginskyPublished in: AISTATS (2007)
Keyphrases
- labeling effort
- labeled data
- active learning
- unlabeled data
- semi supervised
- semi supervised learning
- supervised learning
- nearest neighbor
- training set
- background knowledge
- prior knowledge
- training data
- text classification
- data points
- transfer learning
- loss minimization
- labeled and unlabeled data
- learning process
- high dimensional
- class labels
- learning algorithm
- learning environment
- loss function
- support vector
- co training
- domain adaptation
- pairwise
- semi supervised classification
- information extraction