Active Learning Based on Parzen Window.
Liang LanHaidong ShiZhuang WangSlobodan VuceticPublished in: Active Learning and Experimental Design @ AISTATS (2011)
Keyphrases
- parzen window
- active learning
- probability density function
- pattern classification
- density estimation
- mutual information
- learning theory
- nearest neighbor
- semi supervised
- error bounds
- statistical learning theory
- training set
- learning algorithm
- probability density
- machine learning
- theoretical analysis
- density function
- subspace methods
- gaussian mixture model
- pattern recognition
- image segmentation
- image processing