Statistics and Learning Theory in the Era of Artificial Intelligence

Statistics and Learning Theory in the Era of Artificial Intelligence

The workshop highlighted recent theoretical advances on inference in high-dimensional statistical models based on the interplay of techniques from mathematical statistics, machine learning, theoretical computer science and related areas. The workshop brought together about 50 researchers in order to...

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Veröffentlicht in:Oberwolfach reports 2024-11, Vol.21 (2), p.1677-1718
Hauptverfasser: Bunea, Florentina, Dalalyan, Arnak, Nowak, Robert, van de Geer, Sara
Format: Artikel
Sprache:eng
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Zusammenfassung:The workshop highlighted recent theoretical advances on inference in high-dimensional statistical models based on the interplay of techniques from mathematical statistics, machine learning, theoretical computer science and related areas. The workshop brought together about 50 researchers in order to present new results, exchange ideas and explore open problems.
ISSN:1660-8933
1660-8941
DOI:10.4171/owr/2024/30