Balanced Mini-batch Sampling for SGD Using Determinantal Point Processes

Cheng Zhang 0005, Hedvig Kjellström, Stephan Mandt. Balanced Mini-batch Sampling for SGD Using Determinantal Point Processes. In Gal Elidan, Kristian Kersting, Alexander T. Ihler, editors, Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, UAI 2017, Sydney, Australia, August 11-15, 2017. AUAI Press, 2017. [doi]

@inproceedings{ZhangKM17-1,
  title = {Balanced Mini-batch Sampling for SGD Using Determinantal Point Processes},
  author = {Cheng Zhang 0005 and Hedvig Kjellström and Stephan Mandt},
  year = {2017},
  url = {http://auai.org/uai2017/proceedings/papers/69.pdf},
  researchr = {https://researchr.org/publication/ZhangKM17-1},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, UAI 2017, Sydney, Australia, August 11-15, 2017},
  editor = {Gal Elidan and Kristian Kersting and Alexander T. Ihler},
  publisher = {AUAI Press},
}