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]

@article{QianJY0Z15,
  title = {Efficient distance metric learning by adaptive sampling and mini-batch stochastic gradient descent (SGD)},
  author = {Qi Qian and Rong Jin and Jinfeng Yi and Lijun Zhang 0005 and Shenghuo Zhu},
  year = {2015},
  doi = {10.1007/s10994-014-5456-x},
  url = {http://dx.doi.org/10.1007/s10994-014-5456-x},
  researchr = {https://researchr.org/publication/QianJY0Z15},
  cites = {0},
  citedby = {0},
  journal = {Machine Learning},
  volume = {99},
  number = {3},
  pages = {353-372},
}