Dimension Reduction: A Guided Tour. Burges, C. J. C. 2(4):275-364.
Dimension Reduction: A Guided Tour [link]Paper  doi  bibtex   
@article{burgesDimensionReductionGuided2009,
  langid = {english},
  title = {Dimension {{Reduction}}: {{A Guided Tour}}},
  volume = {2},
  issn = {1935-8237, 1935-8245},
  url = {http://www.nowpublishers.com/article/Details/MAL-002},
  doi = {10.1561/2200000002},
  shorttitle = {Dimension {{Reduction}}},
  number = {4},
  journaltitle = {Foundations and Trends® in Machine Learning},
  urldate = {2019-02-20},
  date = {2009},
  pages = {275-364},
  author = {Burges, Christopher J. C.},
  file = {/home/dimitri/Nextcloud/Zotero/storage/LPDTXCKM/Burges - 2009 - Dimension Reduction A Guided Tour.pdf}
}
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