"No Free Lunch" in Neural Architectures? A Joint Analysis of Expressivity, Convergence, and Generalization

Wuyang Chen, Wei Huang, Zhangyang Wang. "No Free Lunch" in Neural Architectures? A Joint Analysis of Expressivity, Convergence, and Generalization. In Aleksandra Faust, Roman Garnett, Colin White, Frank Hutter, Jacob R. Gardner, editors, International Conference on Automated Machine Learning, 12-15 November 2023, Hasso Plattner Institute, Potsdam, Germany. Volume 228 of Proceedings of Machine Learning Research, PMLR, 2023. [doi]

@inproceedings{ChenHW23-3,
  title = {"No Free Lunch" in Neural Architectures? A Joint Analysis of Expressivity, Convergence, and Generalization},
  author = {Wuyang Chen and Wei Huang and Zhangyang Wang},
  year = {2023},
  url = {https://proceedings.mlr.press/v228/chen23a.html},
  researchr = {https://researchr.org/publication/ChenHW23-3},
  cites = {0},
  citedby = {0},
  booktitle = {International Conference on Automated Machine Learning, 12-15 November 2023, Hasso Plattner Institute, Potsdam, Germany},
  editor = {Aleksandra Faust and Roman Garnett and Colin White and Frank Hutter and Jacob R. Gardner},
  volume = {228},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}