Over-Fitting in Model Selection with Gaussian Process Regression

Rekar O. Mohammed, Gavin C. Cawley. Over-Fitting in Model Selection with Gaussian Process Regression. In Petra Perner, editor, Machine Learning and Data Mining in Pattern Recognition - 13th International Conference, MLDM 2017, New York, NY, USA, July 15-20, 2017, Proceedings. Volume 10358 of Lecture Notes in Computer Science, pages 192-205, Springer, 2017. [doi]

@inproceedings{MohammedC17,
  title = {Over-Fitting in Model Selection with Gaussian Process Regression},
  author = {Rekar O. Mohammed and Gavin C. Cawley},
  year = {2017},
  doi = {10.1007/978-3-319-62416-7_14},
  url = {https://doi.org/10.1007/978-3-319-62416-7_14},
  researchr = {https://researchr.org/publication/MohammedC17},
  cites = {0},
  citedby = {0},
  pages = {192-205},
  booktitle = {Machine Learning and Data Mining in Pattern Recognition - 13th International Conference, MLDM 2017, New York, NY, USA, July 15-20, 2017, Proceedings},
  editor = {Petra Perner},
  volume = {10358},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-319-62416-7},
}