===== The Tradeoffs of Large Scale Learning =====



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Léon Bottou and Olivier Bousquet:  **The Tradeoffs of Large Scale Learning**,  //Optimization for Machine Learning//, 351-368, Edited by Suvrit Sra, Sebastian Nowozin and Stephen J. Wright, MIT Press, 2011.

[[http://leon.bottou.org/publications/djvu/mloptbook-2011.djvu|mloptbook-2011.djvu]]
[[http://leon.bottou.org/publications/pdf/mloptbook-2011.pdf|mloptbook-2011.pdf]]
[[http://leon.bottou.org/publications/psgz/mloptbook-2011.ps.gz|mloptbook-2011.ps.gz]]
</box>

  @incollection{bottou-bousquet-2011,
    author = {Bottou, L\'{e}on and Bousquet, Olivier},
    title = {The Tradeoffs of Large Scale Learning},
    booktitle = {Optimization for Machine Learning},
    editor = {Sra, Suvrit and Nowozin, Sebastian and Wright, Stephen J.},
    pages = {351-368},
    publisher = {MIT Press},
    year = {2011},
    url = {http://leon.bottou.org/papers/bottou-bousquet-2011},
  }

==== Notes ====

Expanded version of the [[:papers:bottou-bousquet-2008|original NIPS paper]] reporting experimental results.