Variational Multiscale Nonparametric Regression: Algorithms and Implementation

Variational Multiscale Nonparametric Regression: Algorithms and Implementation

Many modern statistically efficient methods come with tremendous computational challenges, often leading to large-scale optimisation problems. In this work, we examine such computational issues for recently developed estimation methods in nonparametric regression with a specific view on image denois...

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Bibliographic Details
Main Authors: Miguel del Alamo, Housen Li, Axel Munk, Frank Werner
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Algorithms
Subjects:
non-smooth large-scale optimisation
image denoising
variational estimation
multiscale methods
MIND estimator
Online Access:https://www.mdpi.com/1999-4893/13/11/296

Internet

https://www.mdpi.com/1999-4893/13/11/296

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