Gilles Louppe

ORCID iD
orcid.org/0000-0002-2082-3106
  • Country
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Switzerland

Sources:
Gilles Louppe (2016-01-24)

  • Keywords
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machine learning, artificial intelligence, particle physics

Sources:
Gilles Louppe (2014-08-05)

  • Websites
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http://glouppe.github.io

Sources:
Gilles Louppe (2014-08-05)

  • Other IDs
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ResearcherID: D-1923-2017

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ResearcherID (2017-02-22)

Biography

Working from the CERN laboratory, I am currently a Postdoctoral Associate at New York University with the Physics Department and the Center for Data Science. I do research in machine learning in close collaboration with Kyle Cranmer and the ATLAS experiment. Before that, I was a Doctoral Student at the University of Liège in Belgium. As a researcher, my far ambition is to unlock discoveries of a new kind by making machine learning and artificial intelligence a cornerstone of the modern scientific method. Using particle physics as a test bed, my present research interests circle around how to use or design new machine learning algorithms to approach data-driven scientific problems in new and transformative ways. With this goal in mind, my topics of research include methods for simulator-based likelihood-free inference, algorithms to handle systematic uncertainties in inference models, and developments towards the automatization of sience.
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