@article{ontheeffectofregularizationonnonparametr,
  title = {On the Effect of Regularization on Nonparametric Mean-Variance Regression},
  author = {Eliot Wong-Toi and Alex Boyd and Vincent Fortuin and Stephan Mandt},
  year = {2025},
  eprint = {2511.22004},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.22004},
}