Thematic school: Models & methods for high-dimensional machine learning and inference

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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 thematic school features mini-courses on tools and techniques for the analysis of high-dimensional models in statistical inference and machine learning.

List of speakers and subjects:

  • Florent Krzakala - Replica method
  • Marc Lelarge - Statistical physics and inference
  • Zhenyu Liao - Random matrix theory tools for machine learning and inference
  • Alexander S. Wein - Mini-course on random tensor models

 

You will find the abstracts in the "Scientific programme" section.

Course_Alex_WEIN.zip
Course_Zhenyu_LIAO.pdf
Registration
Registration form for invited speakers
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Participants
39