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Compressive Sensing and Neural Networks from a Statistical Learning
  Perspective
v1v2v3v4 (latest)

Compressive Sensing and Neural Networks from a Statistical Learning Perspective

29 October 2020
Arash Behboodi
Holger Rauhut
Ekkehard Schnoor
ArXiv (abs)PDFHTML

Papers citing "Compressive Sensing and Neural Networks from a Statistical Learning Perspective"

4 / 4 papers shown
Title
A Generalization Bound for a Family of Implicit Networks
A Generalization Bound for a Family of Implicit Networks
Samy Wu Fung
Benjamin Berkels
149
0
0
28 Jan 2025
Generalization analysis of an unfolding network for analysis-based Compressed Sensing
Generalization analysis of an unfolding network for analysis-based Compressed Sensing
Vicky Kouni
Yannis Panagakis
MLT
94
0
0
09 Mar 2023
Theoretical Perspectives on Deep Learning Methods in Inverse Problems
Theoretical Perspectives on Deep Learning Methods in Inverse Problems
Jonathan Scarlett
Reinhard Heckel
M. Rodrigues
Paul Hand
Yonina C. Eldar
AI4CE
110
32
0
29 Jun 2022
Generalization Error Bounds for Iterative Recovery Algorithms Unfolded
  as Neural Networks
Generalization Error Bounds for Iterative Recovery Algorithms Unfolded as Neural Networks
Ekkehard Schnoor
Arash Behboodi
Holger Rauhut
53
14
0
08 Dec 2021
1