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SUMMARY:Graph neural networks and covering spaces [Graduate Colloquium]
DTSTART:20250430T130000Z
DTEND:20250430T150000Z
DTSTAMP:20260421T224500Z
UID:indico-event-337@math-events.uni-bonn.de
DESCRIPTION:Speakers: Sun Woo Park\n\nI would like to give a brief overvie
 w of some deep learning techniques\, their applications\, and their limita
 tions. We will focus particularly on how covering spaces are relevant to u
 nderstanding limitations of conventional neural networks in determining is
 omorphism classes of graphs (or in particular graph neural networks). A nu
 mber of works presented in this talk are based on joint collaborations wit
 h Yun Young Choi\, U Jin Choi\, Dosang Joe\, Minho Lee\, Seunghwan Lee\, J
 oohwan Ko\, and Youngho Woo. My hope is to make the talk as accessible as 
 possible\, even for those who do not have prior knowledge in deep learning
  techniques.\nWebsite of the Hausdorff Colloquium\n\nhttps://math-events.u
 ni-bonn.de/event/337/
LOCATION:Endenicher Allee 60/1-016 - Lipschitzsaal (Mathezentrum)
URL:https://math-events.uni-bonn.de/event/337/
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