Varieties of Justification in Machine Learning

2010

Article

ei

Forms of justification for inductive machine learning techniques are discussed and classified into four types. This is done with a view to introduce some of these techniques and their justificatory guarantees to the attention of philosophers, and to initiate a discussion as to whether they must be treated separately or rather can be viewed consistently from within a single framework.

@article{6853,
  title = {Varieties of Justification in Machine Learning},
  author = {Corfield, D.},
  journal = {Minds and Machines},
  volume = {20},
  number = {2},
  pages = {291-301},
  organization = {Max-Planck-Gesellschaft},
  school = {Biologische Kybernetik},
  month = jul,
  year = {2010},
  doi = {10.1007/s11023-010-9191-1},
  month_numeric = {7}
}