Corpus ID: 13981219

Rademacher Chaos, Random Eulerian Graphs and The Sparse Johnson-Lindenstrauss Transform

@article{Braverman2010RademacherCR,
  title={Rademacher Chaos, Random Eulerian Graphs and The Sparse Johnson-Lindenstrauss Transform},
  author={Vladimir Braverman and Rafail Ostrovsky and Yuval Rabani},
  journal={ArXiv},
  year={2010},
  volume={abs/1011.2590}
}
  • Vladimir Braverman, Rafail Ostrovsky, Yuval Rabani
  • Published in ArXiv 2010
  • Mathematics, Computer Science
  • The celebrated dimension reduction lemma of Johnson and Lindenstrauss has numerous computational and other applications. Due to its application in practice, speeding up the computation of a Johnson-Lindenstrauss style dimension reduction is an important question. Recently, Dasgupta, Kumar, and Sarlos (STOC 2010) constructed such a transform that uses a sparse matrix. This is motivated by the desire to speed up the computation when applied to sparse input vectors, a scenario that comes up in… CONTINUE READING

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