Workshop Announcement:

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 Algorithmic stability: mathematical foundations for the modern era
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                    May 12 to May 16, 2025

  American Institute of Mathematics Research Conference Center

                     Pasadena, California

        http://aimath.org/workshops/upcoming/algostabfoundations


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Description:
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This workshop, sponsored by AIM and the NSF, will be devoted to
building a foundational understanding of algorithmic stability,
and developing rigorous tools for measuring stability that can
characterize the behavior of machine learning algorithms. 

The workshop is organized by
Rina Foygel Barber and Jake Soloff.

For more details please see the workshop announcement page:
http://aimath.org/workshops/upcoming/algostabfoundations

Space and funding is available for a few more participants.
If you would like to participate, please apply by filling
out the on-line form (available at the link above) no later
than January 12, 2025. Applications are open to all, and
we especially encourage women, underrepresented minorities,
junior mathematicians, and researchers from primarily
undergraduate institutions to apply.

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AIM Research Conference Center:
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The American Institute of Mathematics (AIM) hosts focused
workshops in all areas of the mathematical sciences. AIM
focused workshops are distinguished by their emphasis on
a specific mathematical goal, such as making progress on a
significant unsolved problem, understanding the proof of an
important new result, or investigating the convergence between
two distinct areas of mathematics.

For more information, please visit
http://www.aimath.org/workshops/upcoming/