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BEGIN:VEVENT
UID:DSC-22533
DTSTART;TZID=Europe/Berlin:20260528T153000
SEQUENCE:1779946518
TRANSP:OPAQUE
DTEND;TZID=Europe/Berlin:20260528T163000
URL:https://dresden-science-calendar.org/calendar/de/detail/22533
LOCATION:MPI-PKS\, Nöthnitzer Straße 3801187 Dresden
SUMMARY:Zdeborová: Colloquium: Statistical Physics of Learning in the Age 
 of Attention
CLASS:PUBLIC
DESCRIPTION:Speaker: Prof. Lenka Zdeborová\nInstitute of Speaker: EPFL\nTo
 pics:\nPhysik\n Location:\n  Name: MPI-PKS ()\n  Street: Nöthnitzer Stra
 ße 38\n  City: 01187 Dresden\n  Phone: + 49 (0)351 871 0\n  Fax: \nDescri
 ption: Over the past decades\, statistical physics has provided a powerful
  framework for analyzing learning in high-dimensional models\, revealing p
 hase transitions\, fundamental limits on generalization\, and the role of 
 algorithms and architectures. In this talk\, I will discuss how these idea
 s are now being extended beyond classical perceptron-type models to attent
 ion-based architectures that process sequences of tokens\, opening a path 
 toward a statistical physics theory of transformers.
DTSTAMP:20260617T132831Z
CREATED:20251218T063943Z
LAST-MODIFIED:20260528T053518Z
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