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Kolmogorov structure function

In 1973 Kolmogorov proposed a non-probabilistic approach to statistics and model selection. Let each data be a finite binary string and models be… 
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Related topics

Related topics

5 relations

Broader (1)

Algorithmic information theory
Kolmogorov complexityMathematical modelMinimum description lengthString (computer science)

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
The Dynamics of Differential Learning I: Information-Dynamics and Task Reachability
We study the topology of the space of learning tasks, which is critical to understanding transfer learning whereby a model such… 
2015
2015
Magic Points in Finance: Empirical Integration for Parametric Option Pricing
We propose an offline-online procedure for Fourier transform based option pricing. The method supports the acceleration of such… 
2013
2013
Analysis of an information theoretic criterion for cepstral nulling
Cepstral nulling, one of the newest methods for smoothing the peri-odogram, amounts to turning to zero the cepstrum estimates… 
2011
2011
Satellite image artifacts detection based on complexity distortion theory
The artifacts detection is a step of data cleaning process. The classical approach is to predict or determine the existence of… 
2007
2007
Nouvelle génération d'optique adaptative pour l'astronomie. Problème Inverse à grands nombres de degrés de liberté New generation adaptive optics for astronomy. An inverse problem with large number…
and key words Observations of fainter and fainter astrophysical objects in the universe require an increasing flux-collecting… 
2005
2005
Image denoising based on Kolmogorov structure function for a class of hierarchical image models
Kolmogorov's structure function (KSF) is used in the algorithmic theory of complexity for describing the structure of a string by… 
2002
2002
Artificial turbulence generation alternatives for use in computer and laboratory experiments
  • A. McAulay
  • Optics + Photonics
  • 2002
  • Corpus ID: 119905341
Two methods, the spectral and the covariance, are investigated and compared for generating phase screens for modeling the… 
2002
2002
Representation of random optical wave phase in the basis of eigenfunctions of phase correlation function
Authors investigate in numerical experiment the representation of the optical wave phase through the Karhunen-Loeve-Obukhov (KLO… 
2001
2001
Sophistication Revisited
  • 2001
  • Corpus ID: 264194675
Highly Cited
2000
Highly Cited
2000
Towards an Algorithmic Statistics
While Kolmogorov complexity is the accepted absolute measure of information content of an individual nite object, a similarly… 
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