Coverage Optimized Active Learning for k − NN Classifiers
Date
2012
Authors
Joshi, Ajay J.
Porikli, Fatih
Papanikolopoulos, Nikolaos
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Publisher
IEEE Robotics and Automation Society
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Description
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Keywords: Active Learning; Active-learning algorithm; Data points; K-nearest neighbors; k-NN classifier; Large datasets; Locality sensitive hashing; Maximum distance; Nearest neighbors; Orders of magnitude; Robotics applications; Submodular functions; Training budg
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Conference paper
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2037-12-31
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