Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis

Qi Chen, Changjian Shui, Mario Marchand. Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 25878-25890, 2021. [doi]

@inproceedings{ChenSM21-1,
  title = {Generalization Bounds For Meta-Learning: An Information-Theoretic Analysis},
  author = {Qi Chen and Changjian Shui and Mario Marchand},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/d9d347f57ae11f34235b4555710547d8-Abstract.html},
  researchr = {https://researchr.org/publication/ChenSM21-1},
  cites = {0},
  citedby = {0},
  pages = {25878-25890},
  booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual},
  editor = {Marc'Aurelio Ranzato and Alina Beygelzimer and Yann N. Dauphin and Percy Liang and Jennifer Wortman Vaughan},
}