Code for NestedMAML (AAAI 2022)

1. Synthetic Regression
2. Task-level Reweight
3. Instance-level Reweight (Noise label)

• Paper: A Nested Bi-Level Optimization for Robust Few Shot Learning
• Video

Citing

If you find NestedMAML useful in your work, please consider citing the following BibTeX entry:

 @inproceedings{killamsetty2022nested, 
  title={A nested bi-level optimization framework for robust few shot learning}, 
  author={Killamsetty, Krishnateja and Li, Changbin and Zhao, Chen and Chen, Feng and Iyer, Rishabh}, 
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence}, 
  volume={36}, 
  number={7}, 
  pages={7176--7184}, 
  year={2022}