Submodular combinatorial information measures with applications in machine learning

Rishabh K. Iyer, Ninad Khargoankar, Jeff A. Bilmes, Himanshu Asanani. Submodular combinatorial information measures with applications in machine learning. In Vitaly Feldman, Katrina Ligett, Sivan Sabato, editors, Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference, Worldwide. Volume 132 of Proceedings of Machine Learning Research, pages 722-754, PMLR, 2021. [doi]

@inproceedings{IyerKBA21,
  title = {Submodular combinatorial information measures with applications in machine learning},
  author = {Rishabh K. Iyer and Ninad Khargoankar and Jeff A. Bilmes and Himanshu Asanani},
  year = {2021},
  url = {http://proceedings.mlr.press/v132/iyer21a.html},
  researchr = {https://researchr.org/publication/IyerKBA21},
  cites = {0},
  citedby = {0},
  pages = {722-754},
  booktitle = {Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference, Worldwide},
  editor = {Vitaly Feldman and Katrina Ligett and Sivan Sabato},
  volume = {132},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}