Error analysis for denoising smooth modulo signals on a graph

DOI10.1016/j.acha.2021.11.005OpenAlexW3084030896MaRDI QIDQ2075004

Hemant Tyagi

Publication date: 11 February 2022

Published in: Applied and Computational Harmonic Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2009.04859

zbMATH Keywords

Tikhonov regularizationtrust region subproblemhigh dimensional statisticsdenoising smooth signals on graphs

Mathematics Subject Classification ID

Computer science (68-XX) Information and communication theory, circuits (94-XX)

Cites Work

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• Estimating a smooth function on a large graph by Bayesian Laplacian regularisation
• Spectra of graphs
• Minimax lower bounds for function estimation on graphs
• Minimizing a Quadratic Over a Sphere
• Solving the Trust-Region Subproblem By a Generalized Eigenvalue Problem
• Newton’s Method with a Model Trust Region Modification
• On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization
• Learning Theory

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