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UID:408@lincs.fr
DTSTART;TZID=Europe/Paris:20181017T140000
DTEND;TZID=Europe/Paris:20181017T150000
DTSTAMP:20181025T083647Z
URL:https://www.lincs.fr/events/tbc-7/
SUMMARY:The Physics of Spectral Graph Embedding
DESCRIPTION:Learning from data strutured as a graph usually requires to
 embed this graph in some vector space of low dimension. The most popular
 technique relies on the spectral decomposition of the Laplacian. The focus
 of this talk will be on the ``physics" of this spectral graph embedding\,
 in various fields like thermodynamics\, mechanics and electricity. These
 physical interpretations both suggest natural extensions to existing
 approaches and shed light on the crucial question of the choice of the
 Laplacian.\n\nPart of this work was presented at the Allerton
 conference:\nT. Bonald\, A. Hollocou\, M. Lelarge\, Weighted Spectral
 Embedding of Graphs\, Allerton conference\, 2018\n\n&nbsp\;
CATEGORIES:Seminars,Youtube
LOCATION:LINCS / EIT Digital\, 23 avenue d'Italie\, 75013 Paris\, France
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=23 avenue d'Italie\, 75013
 Paris\, France;X-APPLE-RADIUS=100;X-TITLE=LINCS / EIT Digital:geo:0,0
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TZID:Europe/Paris
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DTSTART:20180325T030000
TZOFFSETFROM:+0100
TZOFFSETTO:+0200
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