Diminishing Returns Shape Constraints for Interpretability and Regularization

Maya R. Gupta, Dara Bahri, Andrew Cotter, Kevin Robert Canini. Diminishing Returns Shape Constraints for Interpretability and Regularization. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 6835-6845, 2018. [doi]

@inproceedings{GuptaBCC18,
  title = {Diminishing Returns Shape Constraints for Interpretability and Regularization},
  author = {Maya R. Gupta and Dara Bahri and Andrew Cotter and Kevin Robert Canini},
  year = {2018},
  url = {http://papers.nips.cc/paper/7916-diminishing-returns-shape-constraints-for-interpretability-and-regularization},
  researchr = {https://researchr.org/publication/GuptaBCC18},
  cites = {0},
  citedby = {0},
  pages = {6835-6845},
  booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada},
  editor = {Samy Bengio and Hanna M. Wallach and Hugo Larochelle and Kristen Grauman and Nicolò Cesa-Bianchi and Roman Garnett},
}