How much does Initialization Affect Generalization?

Sameera Ramasinghe, Lachlan Ewen MacDonald, Moshiur R. Farazi, Hemanth Saratchandran, Simon Lucey. How much does Initialization Affect Generalization?. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 28637-28655, PMLR, 2023. [doi]

@inproceedings{RamasingheMFSL23,
  title = {How much does Initialization Affect Generalization?},
  author = {Sameera Ramasinghe and Lachlan Ewen MacDonald and Moshiur R. Farazi and Hemanth Saratchandran and Simon Lucey},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/ramasinghe23a.html},
  researchr = {https://researchr.org/publication/RamasingheMFSL23},
  cites = {0},
  citedby = {0},
  pages = {28637-28655},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}