@article{ACHLIOPTAS2003JL,
  title = {Database-Friendly Random Projections: Johnson-Lindenstrauss with Binary Coins},
  journal = {Journal of Computer and System Sciences},
  volume = {66},
  number = {4},
  pages = {671-687},
  year = {2003},
  note = {Special Issue on PODS 2001},
  issn = {0022-0000},
  doi = {10.1016/S0022-0000(03)00025-4},
  author = {Dimitris Achlioptas}
}

@inproceedings{Clarkson2013LowRankApprox,
  author = {Clarkson, Kenneth L. and Woodruff, David P.},
  title = {Low Rank Approximation and Regression in Input Sparsity Time},
  year = {2013},
  isbn = {9781450320290},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  doi = 10.1145/2488608.2488620},
  booktitle = {Proceedings of the Forty-Fifth Annual ACM Symposium on Theory of Computing},
  pages = {81–90},
  numpages = {10},
  keywords = {regression, low-rank approximation, leverage scores, sketching, randomized},
  series = {STOC '13}
  }

@TechReport{parzer2024glms,
    title = {Data-Driven Random Projection and Screening for High-Dimensional Generalized Linear Models},
    author = {Roman Parzer and Peter Filzmoser and Laura Vana-Gür},
    institution = {arXiv.org E-Print Archive},
    year = {2024},
    number = {2410.00971},
    doi = {10.48550/arXiv.2410.00971}
}

@TechReport{parzer2024lm,
    title = {{Sparse Data-Driven Random Projection in Regression for High-Dimensional Data}},
    author = {Roman Parzer and Peter Filzmoser and Laura Vana-Gür},
    institution = {arXiv.org E-Print Archive},
    year = {2024},
    number = {2312.00130},
    doi = {10.48550/arXiv.2312.00130},
}
