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Alexey Chervonenkis

Known as: Chervonenkis 
Alexey Yakovlevich Chervonenkis (Russian: Алексей Яковлевич Червоненкис; 7 September 1938 – 22 September 2014) was a Soviet and Russian mathematician… 
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Computational learning theoryList of Russian IT developersList of important publications in computer scienceStructural risk minimization

Papers overview

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2015
2015
Algorithms and software of whitening of noise in the reception of broadband chirp signals in the HF communication channel
Scientific substantiation of the adaptive noise whitening algorithm is given in the HF band when receiving a continuous chirp… 
Highly Cited
2012
Highly Cited
2012
Australian paleo-stress fields and tectonic reactivation over the past 100 Ma
Even though a multitude of observations suggest time-dependent regional tectonic reactivation of the Australian Plate, its large… 
2012
2012
A Graph-Theoretic View of Teaching
In computational learning theory, concepts are subsets of a set of instances and a concept class is a set of concepts. In many… 
2011
2011
Design and Generalization Analysis of Orthogonal Matching Pursuit Algorithms
We derive generalization error (loss) bounds for orthogonal matching pursuit algorithms, starting with kernel matching pursuit… 
2008
2008
Lattice dynamics of beryllium oxide: Inelastic x-ray scattering and ab initio calculations
The phonon-dispersion relations of the lightest wurtzite structure compound BeO have been determined from inelastic x-ray… 
Highly Cited
2000
Highly Cited
2000
Image denoising using wavelet thresholding and model selection
This paper describes wavelet thresholding for image denoising under the framework provided by statistical learning theory a.k.a… 
1998
1998
Vapnik-Chervonenkis dimension of neural networks
1997
1997
VC-dimensions of Finite Automata and Commutative Finite Automata with k Letters, n States
1996
1996
Learning dynamical systems in a stationary environment
  • M. CampiP. Kumar
  • Proceedings of 35th IEEE Conference on Decision…
  • 1996
  • Corpus ID: 7388916
The emerging field of learning theory, pioneered by Vapnik and Chervonenkis (1971, 1981) has by and large been focused on the… 
1993
1993
Statistical mechanics calculation of Vapnik-Chervonenkis bounds for perceptrons
Using the replica technique we calculate the maximal possible difference between the learning and the generalization error of a… 
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