High-dimensional Variable Selection with Sparse Random Projections: Measurement Sparsity and Statistical Efficiency

Dapo Omidiran, Martin J. Wainwright. High-dimensional Variable Selection with Sparse Random Projections: Measurement Sparsity and Statistical Efficiency. Journal of Machine Learning Research, 11:2361-2386, 2010. [doi]

@article{OmidiranW10,
  title = {High-dimensional Variable Selection with Sparse Random Projections: Measurement Sparsity and Statistical Efficiency},
  author = {Dapo Omidiran and Martin J. Wainwright},
  year = {2010},
  url = {http://portal.acm.org/citation.cfm?id=1859933},
  researchr = {https://researchr.org/publication/OmidiranW10},
  cites = {0},
  citedby = {0},
  journal = {Journal of Machine Learning Research},
  volume = {11},
  pages = {2361-2386},
}