Generalization Error Bounds on Deep Learning with Markov Datasets

Lan V. Truong. Generalization Error Bounds on Deep Learning with Markov Datasets. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

@inproceedings{Truong22-2,
  title = {Generalization Error Bounds on Deep Learning with Markov Datasets},
  author = {Lan V. Truong},
  year = {2022},
  url = {http://papers.nips.cc/paper_files/paper/2022/hash/949b3011c50300a2b4e60377466f52a8-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/Truong22-2},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh},
  isbn = {9781713871088},
}