Toward L_∞Recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields

Kefan Dong, Tengyu Ma 0001. Toward L_∞Recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 2877-2918, PMLR, 2023. [doi]

@inproceedings{Dong023-0,
  title = {Toward L_∞Recovery of Nonlinear Functions: A Polynomial Sample Complexity Bound for Gaussian Random Fields},
  author = {Kefan Dong and Tengyu Ma 0001},
  year = {2023},
  url = {https://proceedings.mlr.press/v195/dong23a.html},
  researchr = {https://researchr.org/publication/Dong023-0},
  cites = {0},
  citedby = {0},
  pages = {2877-2918},
  booktitle = {The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India},
  editor = {Gergely Neu and Lorenzo Rosasco},
  volume = {195},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}