Tighter Expected Generalization Error Bounds via Convexity of Information Measures

Gholamali Aminian, Yuheng Bu, Gregory W. Wornell, Miguel R. D. Rodrigues. Tighter Expected Generalization Error Bounds via Convexity of Information Measures. In IEEE International Symposium on Information Theory, ISIT 2022, Espoo, Finland, June 26 - July 1, 2022. pages 2481-2486, IEEE, 2022. [doi]

@inproceedings{AminianBWR22,
  title = {Tighter Expected Generalization Error Bounds via Convexity of Information Measures},
  author = {Gholamali Aminian and Yuheng Bu and Gregory W. Wornell and Miguel R. D. Rodrigues},
  year = {2022},
  doi = {10.1109/ISIT50566.2022.9834474},
  url = {https://doi.org/10.1109/ISIT50566.2022.9834474},
  researchr = {https://researchr.org/publication/AminianBWR22},
  cites = {0},
  citedby = {0},
  pages = {2481-2486},
  booktitle = {IEEE International Symposium on Information Theory, ISIT 2022, Espoo, Finland, June 26 - July 1, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-2159-1},
}