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A Survey on Universal Approximation Theorems

A Survey on Universal Approximation Theorems

17 July 2024
Midhun T. Augustine
ArXivPDFHTML

Papers citing "A Survey on Universal Approximation Theorems"

4 / 4 papers shown
Title
Understanding the role of autoencoders for stiff dynamical systems using information theory
Vijayamanikandan Vijayarangan
Harshavardhana A. Uranakara
Francisco E. Hernández-Pérez
Hong G. Im
SyDa
AI4CE
44
1
0
08 Mar 2025
Solving Empirical Bayes via Transformers
Solving Empirical Bayes via Transformers
Anzo Teh
Mark Jabbour
Yury Polyanskiy
90
0
0
17 Feb 2025
Identification of Mean-Field Dynamics using Transformers
Identification of Mean-Field Dynamics using Transformers
Shiba Biswal
Karthik Elamvazhuthi
Rishi Sonthalia
AI4CE
27
1
0
06 Oct 2024
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth
Zuowei Shen
Haizhao Yang
Shijun Zhang
101
115
0
28 Feb 2021
1