Structure-Preserving Metric Learning
Based on these papers (please cite them if you use this code):
Blake Shaw, Bert Huang and Tony Jebara, "Learning a Distance Metric from a Network"
in Neural Information Processing Systems, 2011.
Bert Huang, Blake Shaw and Tony Jebara, "Learning a Degree-Augmented Distance Metric From a Network" in Beyond Mahalanobis: Supervised Large-Scale Learning of Similarity Workshop, Neural Information Processing Systems (NIPS), 2011.
The code is now available on GitHub at
Copyright: Bert Huang, Blake Shaw and Tony Jebara, Columbia University, 2011.