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Least Squares Estimation Without Priors or Supervision

Selection of an optimal estimator typically relies on either supervised training samples (pairs of measurements and their associated true values) or a prior probability model for the true values. Here, we consider the problem of obtaining a least squares estimator given a measurement process with kn...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Raphan, Martin, Simoncelli, Eero P.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2010
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3609403/
https://ncbi.nlm.nih.gov/pubmed/21105827
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/NECO_a_00076
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