Coverage Optimized Active Learning for k − NN Classifiers

Date

Authors

Joshi, Ajay J.

Porikli, Fatih

Papanikolopoulos, Nikolaos

Publisher

IEEE Robotics and Automation Society

Keywords

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

URI

http://hdl.handle.net/1885/30373

Collections

ANU Research Publications

Type

Conference paper

DOI

10.1109/ICRA.2012.6225054

Restricted until

2037-12-31

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File

Description

01_Joshi_Coverage_Optimized_Active_2012.pdf (457.03 KB)