Representation, Approximation and Learning of Submodular Functions Using Low-rank Decision Trees

Vitaly Feldman, Pravesh Kothari, Jan Vondrák. Representation, Approximation and Learning of Submodular Functions Using Low-rank Decision Trees. In Shai Shalev-Shwartz, Ingo Steinwart, editors, COLT 2013 - The 26th Annual Conference on Learning Theory, June 12-14, 2013, Princeton University, NJ, USA. Volume 30 of JMLR Proceedings, pages 711-740, JMLR.org, 2013. [doi]

@inproceedings{FeldmanKV13,
  title = {Representation, Approximation and Learning of Submodular Functions Using Low-rank Decision Trees},
  author = {Vitaly Feldman and Pravesh Kothari and Jan Vondrák},
  year = {2013},
  url = {http://jmlr.org/proceedings/papers/v30/Feldman13.html},
  researchr = {https://researchr.org/publication/FeldmanKV13},
  cites = {0},
  citedby = {0},
  pages = {711-740},
  booktitle = {COLT 2013 - The 26th Annual Conference on Learning Theory, June 12-14, 2013, Princeton University, NJ, USA},
  editor = {Shai Shalev-Shwartz and Ingo Steinwart},
  volume = {30},
  series = {JMLR Proceedings},
  publisher = {JMLR.org},
}