On kernel-based statistical learning in the mean field limit

Fiedler, Christian Martin; Herty, Michael; Trimpe, Johann Sebastian

doi:arXiv:2310.18074

On kernel-based statistical learning in the mean field limit

Fiedler, Christian Martin^RWTH* ; Herty, Michael^RWTH* ; Trimpe, Johann Sebastian^RWTH*

2023

Umfang28 Seiten

Online
DOI: 10.48550/arXiv.2310.18074
10.48550/arXiv.2310.18074

Einrichtungen

Projekte

SFDdM035 - Novel approaches for machine learning for multi particle system interactions (EXS-SF-SFDdM035) (EXS-SF-SFDdM035)
ERS Seed Fund - Exploratory Research Space: Seed Fund (2) als Anschubfinanzierung zur Erforschung neuer interdisziplinärer Ideen (EXS-SF) (EXS-SF)
EXS - Excellence Strategy (EXS) (EXS)

Inhaltliche Beschreibung (Schlagwörter)
FOS: Computer and information sciences (Genormte SW) ; FOS: Mathematics (Genormte SW) ; Machine Learning (cs.LG) (Genormte SW) ; Machine Learning (stat.ML) (Genormte SW) ; Statistics Theory (math.ST) (Genormte SW)

Externer link:

Fulltext by arXiv.org

Dokumenttyp
Preprint

Format
online

Sprache
English

Externe Identnummern
arXiv: arXiv:2310.18074

Interne Identnummern
RWTH-2023-11022
Datensatz-ID: 973845

Beteiligte Länder
Germany

Related:

Contribution to a book/Contribution to a conference proceedings Fiedler, C. M. (Corresponding author)RWTH* ; Herty, M. (Corresponding author)RWTH* ; Trimpe, J. S. (Corresponding author)RWTH*
On kernel-based statistical learning in the mean field limit
2023Advances in Neural Information Processing Systems 36 (NeurIPS 2023) / edited by: A. Oh and T. Naumann and A. Globerson and K. Saenko and M. Hardt and S. Levine
37. Conference on Neural Information Processing Systems, NeurIPS 2023, New Orleans, LANew Orleans, LA, USA, 10 Dec 2023 - 16 Dec 20232023-12-102023-12-16 [Erscheinungsort nicht ermittelbar] : [Verlag nicht ermittelbar], Advances in neural information processing systems 36, [1]-28 (2023)2023 Fulltext Homepage of book BibTeX | EndNote: XML, Text | RIS