Differentially Private Submodular Maximization: Data Summarization in Disguise

Marko Mitrovic, Mark Bun, Andreas Krause 0001, Amin Karbasi. Differentially Private Submodular Maximization: Data Summarization in Disguise. In Doina Precup, Yee Whye Teh, editors, Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017. Volume 70 of JMLR Workshop and Conference Proceedings, pages 2478-2487, JMLR.org, 2017. [doi]

@inproceedings{MitrovicB0K17,
  title = {Differentially Private Submodular Maximization: Data Summarization in Disguise},
  author = {Marko Mitrovic and Mark Bun and Andreas Krause 0001 and Amin Karbasi},
  year = {2017},
  url = {http://proceedings.mlr.press/v70/mitrovic17a.html},
  researchr = {https://researchr.org/publication/MitrovicB0K17},
  cites = {0},
  citedby = {0},
  pages = {2478-2487},
  booktitle = {Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017},
  editor = {Doina Precup and Yee Whye Teh},
  volume = {70},
  series = {JMLR Workshop and Conference Proceedings},
  publisher = {JMLR.org},
}