An Information-Theoretic Perspective on Overfitting and Underfitting

Daniel Bashir, George D. MontaƱez, Sonia Sehra, Pedro Sandoval Segura, Julius Lauw. An Information-Theoretic Perspective on Overfitting and Underfitting. In Marcus Gallagher, Nour Moustafa, Erandi Lakshika, editors, AI 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, AI 2020, Canberra, ACT, Australia, November 29-30, 2020, Proceedings. Volume 12576 of Lecture Notes in Computer Science, pages 347-358, Springer, 2020. [doi]

@inproceedings{BashirMSSL20,
  title = {An Information-Theoretic Perspective on Overfitting and Underfitting},
  author = {Daniel Bashir and George D. MontaƱez and Sonia Sehra and Pedro Sandoval Segura and Julius Lauw},
  year = {2020},
  doi = {10.1007/978-3-030-64984-5_27},
  url = {https://doi.org/10.1007/978-3-030-64984-5_27},
  researchr = {https://researchr.org/publication/BashirMSSL20},
  cites = {0},
  citedby = {0},
  pages = {347-358},
  booktitle = {AI 2020: Advances in Artificial Intelligence - 33rd Australasian Joint Conference, AI 2020, Canberra, ACT, Australia, November 29-30, 2020, Proceedings},
  editor = {Marcus Gallagher and Nour Moustafa and Erandi Lakshika},
  volume = {12576},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-64984-5},
}