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Summer School 2024 - Low dimensional Topology
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Summer School 2024 - Low dimensional Topology

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Summer School 2023 - New trends in mathematical fluid dynamics

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4 videos

History of mathematics, Philosophy of mathematics, and mathematics: which interactions? / Histoire des mathématiques, Philosophie des mathématiques, et mathématiques: quelles interactions?

All the collections
CIMPA
CIRM
IHES
IHP
Institut Fourier
LMR
SMF
All the institutions
AMS-EMS-SMF 2022

Collection AMS-EMS-SMF 2022

Organizer(s) Institut Fourier, CNRS, UGA
Date(s) 18/07/2022 - 22/07/2022
linked URL https://ams-ems-smf2022.inviteo.fr/
00:00:00 / 00:00:00
10 10

Robust, generalizable and causal-oriented machine learning

By Peter Bühlmann

Robust, reliable and interpretable machine learning is a big emerging theme in data science and artificial intelligence, complementing the development of standard black box prediction algorithms. New mathematical connections between distributional robustness and causality provide methodological paths for improving the reliability and understanding of machine learning algorithms, with wide-ranging prospects for various applications.

Information about the video

  • Date of recording 22/07/2022
  • Date of publication 19/11/2025
  • Institution Institut Fourier
  • Licence CC BY NC ND
  • Language English
  • Format MP4

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