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Global universal approximation of functional input maps on weighted spaces

Global universal approximation of functional input maps on weighted spaces

5 June 2023
Christa Cuchiero
Philipp Schmocker
Josef Teichmann
ArXivPDFHTML

Papers citing "Global universal approximation of functional input maps on weighted spaces"

4 / 4 papers shown
Title
Universal approximation results for neural networks with non-polynomial activation function over non-compact domains
Universal approximation results for neural networks with non-polynomial activation function over non-compact domains
Ariel Neufeld
Philipp Schmocker
21
2
0
18 Oct 2024
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
Georg Manten
Cecilia Casolo
E. Ferrucci
Søren Wengel Mogensen
C. Salvi
Niki Kilbertus
CML
BDL
44
8
0
28 Feb 2024
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of
  Experts
Approximation Rates and VC-Dimension Bounds for (P)ReLU MLP Mixture of Experts
Anastasis Kratsios
Haitz Sáez de Ocáriz Borde
Takashi Furuya
Marc T. Law
MoE
41
1
0
05 Feb 2024
Chaotic Hedging with Iterated Integrals and Neural Networks
Chaotic Hedging with Iterated Integrals and Neural Networks
Ariel Neufeld
Philipp Schmocker
31
10
0
21 Sep 2022
1