Functions with average smoothness: structure, algorithms, and learning

Yair Ashlagi, Lee-Ad Gottlieb, Aryeh Kontorovich. Functions with average smoothness: structure, algorithms, and learning. In Mikhail Belkin, Samory Kpotufe, editors, Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA. Volume 134 of Proceedings of Machine Learning Research, pages 186-236, PMLR, 2021. [doi]

@inproceedings{AshlagiGK21,
  title = {Functions with average smoothness: structure, algorithms, and learning},
  author = {Yair Ashlagi and Lee-Ad Gottlieb and Aryeh Kontorovich},
  year = {2021},
  url = {http://proceedings.mlr.press/v134/ashlagi21a.html},
  researchr = {https://researchr.org/publication/AshlagiGK21},
  cites = {0},
  citedby = {0},
  pages = {186-236},
  booktitle = {Conference on Learning Theory, COLT 2021, 15-19 August 2021, Boulder, Colorado, USA},
  editor = {Mikhail Belkin and Samory Kpotufe},
  volume = {134},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}