Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks

Guy Hacohen, Daphna Weinshall. Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks. Journal of Machine Learning Research, 23, 2022. [doi]

@article{HacohenW22,
  title = {Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks},
  author = {Guy Hacohen and Daphna Weinshall},
  year = {2022},
  url = {http://jmlr.org/papers/v23/21-0991.html},
  researchr = {https://researchr.org/publication/HacohenW22},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {23},
}