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Aharon Bar-Hillel, Tomer Hertz, Noam Shental, Daphna Weinshall. Learning a Mahalanobis Metric from Equivalence Constraints. Journal of Machine Learning Research, 6:937-965, 2005. [doi]
Abstract is missing.