Robustness and generalization for metric learning

Author:

Bellet Aurélien,Habrard Amaury

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference37 articles.

1. A. Bellet, A. Habrard, M. Sebban, A Survey on Metric Learning for Feature Vectors and Structured Data, Technical Report, arXiv:1306.6709, 2013.

2. Metric learning;Kulis;Found. Trends Mach. Learn.,2012

3. E.P. Xing, A.Y. Ng, M.I. Jordan, S.J. Russell, Distance metric learning with application to clustering with side-information, in: Advances in Neural Information Processing Systems (NIPS), vol. 15, 2002, pp. 505–512.

4. M. Schultz, T. Joachims, Learning a distance metric from relative comparisons, in: Advances in neural information processing systems (NIPS), vol. 16, 2003.

5. J.V. Davis, B. Kulis, P. Jain, S. Sra, I.S. Dhillon, Information-theoretic metric learning, in: Proceedings of the 24th International Conference on Machine Learning (ICML), 2007, pp. 209–216.

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