Some Notes on Applied Mathematics for Machine Learning (2004)
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by
Christopher J. C. Burges
| Venue: | Advanced Lectures on Machine Learning |
| Citations: | 1 - 1 self |
BibTeX
@INPROCEEDINGS{Burges04somenotes,
author = {Christopher J. C. Burges},
title = {Some Notes on Applied Mathematics for Machine Learning},
booktitle = {Advanced Lectures on Machine Learning},
year = {2004},
pages = {21--40},
publisher = {Springer}
}
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Abstract
This chapter 1 describes Lagrange multipliers and some selected subtopics from matrix analysis from a machine learning perspective. The goal is to give a detailed description of a number of mathematical constructions that are widely used in applied machine learning.
