@article{defaultmachinelearninghyperparametersdon,
  title = {Default Machine Learning Hyperparameters Do Not Provide Informative Initialization for Bayesian Optimization},
  author = {Nicolás Villagrán Prieto and Eduardo C. Garrido-Merchán},
  year = {2026},
  eprint = {2602.08774},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.08774},
}