Generalized sparse metric learning with relative comparisons

Author:

Huang Kaizhu,Ying Yiming,Campbell Colin

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Hardware and Architecture,Human-Computer Interaction,Information Systems,Software

Reference37 articles.

1. Agarwal S, Wills J, Gayton L, Lanckriet G, Kriegman D, Belongie S (2008) Generalized non-metric multidimensional scaling. In: International conference on artificial intelligence and statistics (AISTAT’08)

2. Argyriou A, Evgeniou T, Pontil M (2006) Multi-task feature learning. In: Advances in neural information processing systems (NIPS) 18

3. Asuncion A, Newman D (2007) UCI machine-learning repository. In: http://www.ics.uci.edu/~mlearn/MLRepository.html

4. Athitsos V, Alton J, Sclaroff S, Kollios G (2004) Boostmap: a method for efficient approximate similarity rankings. In: Proceedings of IEEE computer society conference on computer vision and pattern recognition (CVPR)

5. Bar-Hillel A, Hertz T, Shental N, Weinshall D (2005) Learning a mahalanobis metric from equivalence constraints. J Mach Learn Res 6: 937–965

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2. A review on multi-task metric learning;Big Data Analytics;2018-02-27

3. Comparing Clustering with Pairwise and Relative Constraints;ACM Transactions on Knowledge Discovery from Data;2016-12-26

4. Metric learning with geometric mean for similarities measurement;Soft Computing;2015-12-21

5. Sparse Online Relative Similarity Learning;2015 IEEE International Conference on Data Mining;2015-11

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