Efficient distance metric learning by adaptive sampling and mini-batch stochastic gradient descent (SGD)

Qi Qian, Rong Jin, Jinfeng Yi, Lijun Zhang 0005, Shenghuo Zhu. Efficient distance metric learning by adaptive sampling and mini-batch stochastic gradient descent (SGD). Machine Learning, 99(3):353-372, 2015. [doi]

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