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SUMMARY:Conference "Interactions of Statistics and Geometry III [ISAG III]
 "
DTSTART:20261207T080000Z
DTEND:20261211T160000Z
DTSTAMP:20260415T101800Z
UID:indico-event-494@math-events.uni-bonn.de
CONTACT:him-coordination@hcm.uni-bonn.de\;him-contact@hcm.uni-bonn.de
DESCRIPTION:Speakers: Emma Seggewiss (HCM)\, Kanami Ueda\n\nThis HIM Confe
 rence is a week-long event\, which will take place within the framework of
  the Dual Trimester Program "Geometric Statistics: theory\, application\, 
 and computation".\nTrimester Program guests\, who were invited and have co
 nfirmed to be at HIM during the period of this Conference\, are eligible t
 o attend this event. Beyond this\, researchers from the HCM\, in particula
 r\, early-career researchers\, are welcome upon request.\nEveryone will be
  notified in due time about whether participation and partial financial su
 pport is possible. After being selected as participant\, you will be invit
 ed to register.\nScientific Organizers: \n\nEzra Miller (Duke University)
 \nWilderich Tuschmann (Karlsruhe Institute of Technology)\nZhigang Yao (Na
 tional University of Singapore)\n\nDescription: \nThe world is witnessing
  an explosion in abundance of "complicated data" with geometric structure 
 and a growing need for its statistical analysis. In the last century\, sub
 stantial progress had largely focused on suitably linearizing such data an
 d subjecting it to classical statistical methods. With the advent of incre
 ased computational power\, more elaborate novel intrinsic methodology has 
 been developed. This has led\, on the one hand\, to design of highly sophi
 sticated new statistical descriptors (e.g. in persistenthomology) and\, on
  the other hand\, to discovery of non-Euclidean limiting behaviors of such
  descriptors. These have linked geometry and statistics in an unanticipate
 d and quite unprecedented way. This currently evolving new field "Statisti
 cs of Data with Geometric Structure" requires intense collaboration across
  mathematical disciplines that have been traditionally remote: statistics\
 , probability\, optimization\, and machine learning on one side\, and comb
 inatorics\, topology\, and geometry on the other side. This conference bri
 ngs together specialists from the disciplines of this trimester program 
 to discuss fundamental questions raised by the program and looking toward 
 the future.  This meeting is the third in the ISAG series\, following IS
 AGI and ISAG II.\nSpeakers: TBD\n\nhttps://math-events.uni-bonn.de/event
 /494/
LOCATION:Poppelsdorfer Allee 45\, 1. EG\, Lecture room (HIM)
URL:https://math-events.uni-bonn.de/event/494/
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