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RenormalizedFlows

Transparent Deep Learning with Renormalized Flows

CoordinatorMoritz Helias
Grant period2020-01-01 - 2022-12-31
Funding bodyBundesministerium für Bildung und Forschung
 BMBF
IdentifierG:(DE-Juel-1)BMBF-01IS19077A

 

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis/Book  ;  ;
Mechanics of deep neural networks beyond the Gaussian limit
Jülich : Forschungszentrum Jülich GmbH, Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich. Reihe Information 110, 1 Online-Ressource (xvi, 138 Seiten) : Illustrationen, Diagramme () [10.18154/RWTH-2025-03269] = Dissertation, RWTH Aachen University, 2025  GO OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis  ;  ;
A statistical perspective on learning of time series in neural networks
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen () [10.18154/RWTH-2024-02247] = Dissertation, RWTH Aachen University, 2024  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis  ;  ;
The role of nonlinear interactions and connectivity in shaping critical and collective network dynamics
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen () [10.18154/RWTH-2023-09969] = Dissertation, RWTH Aachen University, 2023  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

All known publications ...
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 Record created 2020-10-17, last modified 2023-01-24
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