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From "Miles Osborne" <mi...@inf.ed.ac.uk>
Subject Re: Hadoop-2438
Date Tue, 22 Jan 2008 23:17:52 GMT
There are machine-learning papers dealing with Map Reduce proper, eg:

*Map-Reduce for Machine Learning on Multicore*. Cheng-Tao Chu, Sang Kyun
Kim, Yi-An Lin, YuanYuan Yu, Gary Bradski, Andrew Y. Ng and Kunle Olukotun.
In *NIPS 19*, 2007.
[ps<http://www.cs.stanford.edu/%7Eang/papers/nips06-mapreducemulticore.ps>,
pdf <http://www.cs.stanford.edu/%7Eang/papers/nips06-mapreducemulticore.pdf>
]
http://www.cs.stanford.edu/~ang/papers/nips06-mapreducemulticore.pdf

This one is interesting, since it looks at some of the theory when you do
large-scale machine learning:

*The Tradeoffs of Large Scale Learning*
Leon Bottou, Olivier Bousquet
[ps.gz]<http://books.nips.cc/papers/files/nips20/NIPS2007_0726.ps.gz>
[pdf] <http://books.nips.cc/papers/files/nips20/NIPS2007_0726.pdf>[bibtex]<http://books.nips.cc/papers/files/nips20/NIPS2007_0726.bib>

http://books.nips.cc/papers/files/nips20/NIPS2007_0726.pdf


Happy hunting!

Miles

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