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Least squares for programmers: with color plates

Published:21 July 2021Publication History

ABSTRACT

This course explains least squares optimization, nowadays a simple and well-mastered technology. We show how this simple method can solve a large number of problems that would be difficult to approach in any other way. This course provides a simple, understandable yet powerful tool that most coders can use, in the contrast with other algorithms sharing this paradigm (numerical simulation and deep learning) which are more complex to master.

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References

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  • Published in

    cover image ACM Conferences
    SIGGRAPH '21: ACM SIGGRAPH 2021 Courses
    August 2021
    2220 pages
    ISBN:9781450383615
    DOI:10.1145/3450508

    Copyright © 2021 Owner/Author

    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    • Published: 21 July 2021

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