Research 01-05-2024

Annonce d'un cours accéléré :Introduction to risk-averse machine learning


 Annonce d'un cours accéléré :

M. Laguel Yassine 
Université Côte d'Azur

Introduction to risk-averse machine learning

  • Dimanche 05/05/2024  de 10h00 à 12h00.
  • Lundi        06/05/2024  de 09h00 à 11h00.
  • Mardi        07/05/2024  de 09h00 à 11h00.
  • Mercredi   06/05/2024  de 11h00 à 12h30.

Abstract : This course provides an introduction to risk-averse machine learning with an emphasis on their mathematical foundations. The curriculum includes an introduction to safety in machine learning, foundational concepts in convex analysis, and first-order optimization methods. Students will explore convex risk measures and their minimization in large-scale settings. The course is structured around detailed proofs and extensive mathematical discussions, suitable for students with a solid background in mathematics and an interest in theoretical machine-learning frameworks.