Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success

Lucas Mentch, Siyu Zhou. Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success. Journal of Machine Learning Research, 21, 2020. [doi]

@article{MentchZ20,
  title = {Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success},
  author = {Lucas Mentch and Siyu Zhou},
  year = {2020},
  url = {http://jmlr.org/papers/v21/19-905.html},
  researchr = {https://researchr.org/publication/MentchZ20},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {21},
}