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UID:6293@i2m.univ-amu.fr
DTSTART;TZID=Europe/Paris:20211021T000000
DTEND;TZID=Europe/Paris:20211022T000000
DTSTAMP:20241120T201356Z
URL:https://www.i2m.univ-amu.fr/evenements/lectures-on-high-dimensional-da
 ta-analysis-gdr-mia/
SUMMARY:Journées (FRUMAM\, St Charles\, Marseille): Lectures on "High-Dime
 nsional Data Analysis" (GDR MIA)
DESCRIPTION:Journées: In the frame of the GdR MIA\nThe analysis of high-di
 mensional data sets is now ubiquitous in many applications and blends tool
 s from probability theory\, machine learning\, geometry\, graph theory\, s
 tatistics and optimization. The objective of this two-day event is to gath
 er researchers from different backgrounds to explore recent advances in th
 is field and to stimulate discussions. Special attention will be given to 
 young researchers who are encouraged to participate with an introductory l
 ecture on the first day and dedicated funding for their travel and accommo
 dation.\n\nConfirmed speakers\nElsa Cazelles (CNRS IRIT\, Toulouse)\nLena
 ïc Chizat (CNRS\, Orsay)\nAgnès Desolneux (CNRS Centre Borelli\, Paris)\
 nAurélien Garivier (ENS Lyon)\nNicolas Keriven (CNRS GIPSA\, Grenoble)\nO
 lga Mula (CEREMADE\, Paris)\nGeneviève Robin (LaMME\, ́Evry)\nFrançois-
 Xavier Vialard (LIGM\, Marne-la-Vallée).\n[su_spacer]\nProgram\n\n\n\n\n\
 n\nThursday\, October\, 21th\n\n\n8:45\n\nWelcome\n\n\n9.00-17.30\n\n\n\n 
 	Measure concentration and statistics in high-dimension: an introduction\n
  	This course is dedicated to students and any person willing to acquire a
  background in measure concentration.\n\n\n\n\n\n\nFriday\, November\, 15t
 h\n\n\n9:30-10:00\n\nCoffee and introduction\n\n\n10.00-10.45\nAgnès Deso
 lneux\nA Wasserstein-type distance in the space of Gaussian mixture models
 \nAbstract.\n\n\n\n\n\n10.45-11:15\nFrançois-Xavier Vialard\nTBD\nAbstrac
 t.\n\n\n\n\n\n11:15-11:45\n\nBreak\n\n\n11:45-12:15\nElsa Cazelles\nA nove
 l notion of barycenter for probability distributions based on optimal weak
  mass transport\nAbstract.\n\n\n\n\n\n12:15-14:00\n\nLunch\n\n\n14:00-14:4
 5\nLénaïc Chizat\nAnalysis of gradient descent on wide two-layer ReLU ne
 ural networks\nAbstract.\n\n\n\n\n\n14:45-15:15\nGeneviève Robin\nOutlier
 s detection in networks with missing links\nAbstract.\n\n\n\n\n\n15:15-15:
 45\n\nBreak\n\n\n15:45-16:15\nNicolas Keriven\nGraph neural networks on la
 rge random graphs: convergence\, stability\, universality\nAbstract.\n\n\n
 \n\n\n16:15-16:45\nOlga Mula\nModel order reduction by interpolation in Wa
 sserstein spaces\nAbstract.\n\n\n\n\n\n16:45-17:00\n\nConclusions\n\n\n\n[
 su_spacer size="10"]\nOrganizers\nPaul Escande.\nCaroline Chaux.\nClothild
 e Mélot.\n\n\n[su_spacer size="10"]
CATEGORIES:Journée(s),Manifestation scientifique
LOCATION:Saint-Charles - FRUMAM  (2ème étage)\, 3 Place Victor Hugo\, Mar
 seille\, 13003\, France
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=3 Place Victor Hugo\, Marse
 ille\, 13003\, France;X-APPLE-RADIUS=100;X-TITLE=Saint-Charles - FRUMAM  (
 2ème étage):geo:0,0
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TZID:Europe/Paris
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DTSTART:20210328T030000
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