On the Omnipresence of Spurious Local Minima in Certain Neural Network Training Problems

User: Guest

Title:: On the Omnipresence of Spurious Local Minima in Certain Neural Network Training Problems
Document type:: Zeitschriftenaufsatz
Author(s):: Christof, Constantin ; Kowalczyk, Julia
Keywords:: Article ; Deep artificial neural network ; Spurious local minimum ; Training problem ; Loss landscape ; Hadamard well-posedness ; Best approximation ; Stability analysis ; Local affine linearity ; 68T07 ; 49K40 ; 52A30 ; 90C31
Journal title:: Constructive Approximation
Year:: 2023
Journal volume:: 60
Journal issue:: 2
Pages contribution:: 197-224
Fulltext / DOI:: doi:10.1007/s00365-023-09658-w
Publisher:: Springer US
E-ISSN:: 0176-4276 ; 1432-0940
Date of publication:: 14.06.2023
BibTeX

Occurrences: