Geometric Mean Metric Learning
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data
ConstGen.m
CrossValidateKNN.m
Example.m
KNN.m
MetricLearning.m
MetricLearningAutotuneKnn.m
README.md
SetDefaultParams.m
lowmemsub.m
sharp.m

README.md

About

A MATLAB implementation of GMML (Geometric Mean Metric Learning)

Contact: Pourya Habib Zadeh or Reshad Hosseini or Suvrit Sra

How To Start

To start using the code, we have provided an example Matlab script Example.m, which runs the metric learning with cross-validation and k-NN over the Wine data-set.

How To Cite

If you are using this source code in your research please cite the following paper:

@inproceedings{zadeh16geometric,
author = {Zadeh, Pourya Habib and Hosseini, Reshad and Sra, Suvrit},
title = {Geometric mean metric learning},
booktitle={Proceedings of the 33rd international conference on Machine learning},
year = {2016}
}