Robust Models of Distance Metric Learning by Interval-Valued Training Data

Author:

Utkin LevORCID,Konstantinov AndreiORCID,Muliukha VladimirORCID,Politaeva NataliaORCID

Publisher

Springer International Publishing

Reference23 articles.

1. Bellet, A., Habrard, A., Sebban, M.: A survey on metric learning for feature vectors and structured data (2013). arXiv:1306.6709. Accessed 24 Mar 2021

2. Capitaine, H.L.: Constraint selection in metric learning. arXiv:1612.04853v1 (2016)

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

4. Huang, K., Jin, R., Xu, Z., Liu, C.L.: Robust metric learning by smooth optimization. In: Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence (UAI), pp. 244–251 (2010)

5. Kedem, D., Tyree, S., Weinberger, K., Sha, F., Lanckriet, G.: Non-linear metric learning. In: Advances in Neural Information Processing Systems, vol. 25, pp. 2582–2590. Curran Associates, Inc., Red Hook, NY (2012)

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