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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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Papers overview

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2018
2018
We study the topology of the space of learning tasks, which is critical to understanding transfer learning whereby a model such… 
2015
2015
We propose an offline-online procedure for Fourier transform based option pricing. The method supports the acceleration of such… 
2011
2011
The artifacts detection is a step of data cleaning process. The classical approach is to predict or determine the existence of… 
2007
2007
and key words Observations of fainter and fainter astrophysical objects in the universe require an increasing flux-collecting… 
2005
2005
. Since the Sobolev set W rp , 0 < p < 1, in general is not contained in L q , 0 < q ≤ ∞ , we limit ourselves to the set W rp ∩ L… 
2005
2005
Kolmogorov's structure function (KSF) is used in the algorithmic theory of complexity for describing the structure of a string by… 
2002
2002
  • A. McAulay
  • 2002
  • Corpus ID: 119905341
Two methods, the spectral and the covariance, are investigated and compared for generating phase screens for modeling the… 
2002
2002
Authors investigate in numerical experiment the representation of the optical wave phase through the Karhunen-Loeve-Obukhov (KLO… 
2001
2001
  • 2001
  • Corpus ID: 264194675
Highly Cited
2000
Highly Cited
2000
While Kolmogorov complexity is the accepted absolute measure of information content of an individual nite object, a similarly…