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DTSTART:19810329T030000
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UID:DSC-22569
DTSTART;TZID=Europe/Berlin:20260115T113000
SEQUENCE:1768459004
TRANSP:OPAQUE
DTEND;TZID=Europe/Berlin:20260115T123000
URL:https://dresden-science-calendar.org/calendar/en/detail/22569
LOCATION:MPI-CBG\, Pfotenhauerstraße 10801307 Dresden
SUMMARY:Kremer: VC Dimension of DTW-Based Classifiers
CLASS:PUBLIC
DESCRIPTION:Speaker: Jannis Kremer\nInstitute of Speaker: University of Bon
 n\nTopics:\n\n Location:\n  Name: MPI-CBG (MPI-CBG CSBD SR Top Floor (VC))
 \n  Street: Pfotenhauerstraße 108\n  City: 01307 Dresden\n  Phone: +49 35
 1 210-0\n  Fax: +49 351 210-2000\nDescription: This thesis investigates th
 e VC dimension of classifiers defined by Dynamic Time Warping (DTW) metric
  balls. We analyze the geometric structure of these DTW balls and demonstr
 ate that they can be characterized as specific types of ellipsoids. By app
 lying classical results\, such as Warren’s theorems\, we derive upper bo
 unds on the VC dimension. Furthermore\, we employ techniques from discrete
  geometry and convex optimization to computationally explore lower bounds.
DTSTAMP:20260924T170714Z
CREATED:20260109T063947Z
LAST-MODIFIED:20260115T063644Z
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