RoMA: Robust Model Adaptation for Offline Model-based Optimization

Sihyun Yu, Sungsoo Ahn, Le Song, Jinwoo Shin. RoMA: Robust Model Adaptation for Offline Model-based Optimization. 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 4619-4631, 2021. [doi]

@inproceedings{YuASS21-0,
  title = {RoMA: Robust Model Adaptation for Offline Model-based Optimization},
  author = {Sihyun Yu and Sungsoo Ahn and Le Song and Jinwoo Shin},
  year = {2021},
  url = {https://proceedings.neurips.cc/paper/2021/hash/24b43fb034a10d78bec71274033b4096-Abstract.html},
  researchr = {https://researchr.org/publication/YuASS21-0},
  cites = {0},
  citedby = {0},
  pages = {4619-4631},
  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},
}