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SUMMARY:IHP School: Artificial Intelligence for Mathematicians and Theoret
 ical Physicists
DTSTART:20270222T080000Z
DTEND:20270226T170000Z
DTSTAMP:20260909T004600Z
UID:indico-event-17079@indico.math.cnrs.fr
CONTACT:mariana.grana@ihp.fr
DESCRIPTION:Artificial Intelligence is revolutioning most human activities
 \, and research is no exception. Recent breakthroughs have shown that AI i
 s nowadays capable of\, for example\, proving theorems. We believe that it
  is important for every young researcher to have a working knowledge of AI
 .  \nThis one-week school will cover most of the fundamental concepts. It
  is designed for PhD students and early career researchers in mathematics
  and theoretical physics who are not specialized in AI. There will be lect
 ures and lab sessions.\nTopics covered (one day per topic)\n\n\nFundamenta
 ls of AI: deep learning\, neural networks. Lab session: training a simple 
 neural network from scratch.\n\n\nGenerative AI / LLMs. Lab session: fine-
 tuning: adapting a pre-trained LLM to a specific task\n\n\nAI-assisted res
 earch\, agent-based AI\n\n\nFormal methods. Lab session: using LLM agent\n
 \n\nEthical\, legal\, environmental and industrial  aspects of AI\; limit
 ations of AI\n\n\n \nList of lecturers:\n\n\nFrédéric Marbach  (Dépar
 tement de mathématiques et applications\, École normale supérieure\, Pa
 ris)\n\n\n \nScientific Committee:\n\n\nGérard Biau (Sorbonne University
 )\n\n\nClaire Boyer (University of Paris-Saclay)\n\n\nDjalil Chafai (Dauph
 ine\, Paris Sciences et Lettres)\n\n\nXavier Fresquet (Sorbonne University
 \, Abu Dhabi)\n\n\nArnaud Guillin (Clermont-Auvergne University)\n\n\nMarc
  Lelarge (École normale supérieure)\n\nEmmanuel Sérié (Ecole Polytechn
 ique)\n\n \nOrganising committee\n\n\nJérémie Bouttier (IHP)\n\n\nMaria
 na Graña (IHP)\n\n\n \n                              \n
  \n \n \n \n\nhttps://indico.math.cnrs.fr/event/17079/
LOCATION:Amphithéâtre Charles Hermite (Institut Henri Poincaré)
URL:https://indico.math.cnrs.fr/event/17079/
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