Workshop: Recent developments beyond classical regimes in statistical learning

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Amphithéâtre Laurent Schwartz (Institut de Mathématiques de Toulouse (IMT))

Amphithéâtre Laurent Schwartz

Institut de Mathématiques de Toulouse (IMT)

Université Paul Sabatier 118 route de Narbonne Bât. 1R3 F-31062 Toulouse
José Henrique de Morais Goulart (Toulouse INP / IRIT)
Description

This workshop is focused on recent results on high-dimensional (supervised and unsupervised) machine learning and statistical inference. It will in particular involve a round-table debate with top experts on this domain about the major open problems on the field and some promising trends and recent developments.

*This is a joint workshop with the CIMI Thematic Semester "Stochastic control and learning for complex networks"

List of confirmed speakers (other speakers will soon be announced): 

  • Jean Barbier (ICTP, Italy)
  • Giulio Biroli (ENS, France)
  • Charles Bordenave (IMM, France)
  • Aurélien Decelle (UCM, Spain)
  • Franck Iutzeler (IMT, France)
  • Aukosh Jagannath (Waterloo U., Canada)
  • Jon Keating (Oxford U., UK)
  • Bertrand Lacroix-A-Chez-Toine (King's college, UK)
  • Marc Lelarge (ENS, France)
  • Cosme Louart ( Hong Kong U., China)
  • Bruno Loureiro (ENS, France)
  • Pascal Maillard (IMT, France)
  • Nicolas Macris (EPFL, Switerland)
  • Subhabrata Sen (Harvard U., USA)
  • Pragya Sur (Harvard U., USA)
  • Malik Tiomoko (Huawei)
  • Christos Thrampoulidis (British Columbia U., Canada)
  • Pierfrancesco Urbani (IPHT, France)

 

More details coming soon.

Barbier_workshop_Beyond.pdf
Biroli_workshop_Beyond.pdf
Bordenave_workshop_Beyond.pdf
Decelle_workshop_Beyond.pdf
Iutzeler_workshop_Beyond.pdf
Keating_workshop_Beyond.pdf
Lacroix_workshop_Beyond.pdf
Loureiro_workshop_Beyond.pdf
Maillard_workshop_Beyond.pdf
Stephan_workshop_Beyond.pdf
Thrampoulidis_workshop_Beyond.pdf
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