Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data

Jessica Clark, Foster J. Provost. Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data. Data Min. Knowl. Discov., 33(4):871-916, 2019. [doi]

@article{ClarkP19,
  title = {Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data},
  author = {Jessica Clark and Foster J. Provost},
  year = {2019},
  doi = {10.1007/s10618-019-00616-4},
  url = {https://doi.org/10.1007/s10618-019-00616-4},
  researchr = {https://researchr.org/publication/ClarkP19},
  cites = {0},
  citedby = {0},
  journal = {Data Min. Knowl. Discov.},
  volume = {33},
  number = {4},
  pages = {871-916},
}