Training with Noise is Equivalent to Tikhonov Regularization

Christopher M. Bishop. Training with Noise is Equivalent to Tikhonov Regularization. Neural Computation, 7(1):108-116, 1995. [doi]

@article{Bishop95-3,
  title = {Training with Noise is Equivalent to Tikhonov Regularization},
  author = {Christopher M. Bishop},
  year = {1995},
  doi = {10.1162/neco.1995.7.1.108},
  url = {https://doi.org/10.1162/neco.1995.7.1.108},
  researchr = {https://researchr.org/publication/Bishop95-3},
  cites = {0},
  citedby = {0},
  journal = {Neural Computation},
  volume = {7},
  number = {1},
  pages = {108-116},
}