James Mercer
Mathematician, Deceased Person
1883 – 1932
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Who was James Mercer?
James Mercer FRS was a mathematician, born in Bootle, close to Liverpool, England.
He was educated at University of Manchester, and then University of Cambridge. He became a Fellow, saw active service at the Battle of Jutland in World War I, and after decades of suffering ill health died in London, England.
He proved Mercer's theorem, which states that positive definite kernels can be expressed as a dot product in a high-dimensional space. This theorem is the basis of the kernel trick, which allows linear algorithms to be easily converted into non-linear algorithms.
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- Born
- Jan 15, 1883
United Kingdom - Nationality
- United Kingdom
- Profession
- Education
- University of Manchester
- Lived in
- Liverpool
- Died
- Feb 21, 1932
Submitted
on July 23, 2013
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