How Does the Task Landscape Affect MAML Performance?

Liam Collins, Aryan Mokhtari, Sanjay Shakkottai. How Does the Task Landscape Affect MAML Performance?. In Sarath Chandar, Razvan Pascanu, Doina Precup, editors, Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August 2022, McGill University, Montréal, Québec, Canada. Volume 199 of Proceedings of Machine Learning Research, pages 23-59, PMLR, 2022. [doi]

@inproceedings{CollinsMS22,
  title = {How Does the Task Landscape Affect MAML Performance?},
  author = {Liam Collins and Aryan Mokhtari and Sanjay Shakkottai},
  year = {2022},
  url = {https://proceedings.mlr.press/v199/collins22a.html},
  researchr = {https://researchr.org/publication/CollinsMS22},
  cites = {0},
  citedby = {0},
  pages = {23-59},
  booktitle = {Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August 2022, McGill University, Montréal, Québec, Canada},
  editor = {Sarath Chandar and Razvan Pascanu and Doina Precup},
  volume = {199},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}