Model Similarity Mitigates Test Set Overuse

Horia Mania, John Miller, Ludwig Schmidt, Moritz Hardt, Benjamin Recht. Model Similarity Mitigates Test Set Overuse. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 9993-10002, 2019. [doi]

@inproceedings{ManiaMSHR19,
  title = {Model Similarity Mitigates Test Set Overuse},
  author = {Horia Mania and John Miller and Ludwig Schmidt and Moritz Hardt and Benjamin Recht},
  year = {2019},
  url = {http://papers.nips.cc/paper/9190-model-similarity-mitigates-test-set-overuse},
  researchr = {https://researchr.org/publication/ManiaMSHR19},
  cites = {0},
  citedby = {0},
  pages = {9993-10002},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada},
  editor = {Hanna M. Wallach and Hugo Larochelle and Alina Beygelzimer and Florence d'Alché-Buc and Edward A. Fox and Roman Garnett},
}