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Regularization by spectral filtering
Spectral regularization is any of a class of regularization techniques used in machine learning to control the impact of noise and prevent…
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Related topics
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10 relations
Broader (1)
Computer engineering
Condition number
Cross-validation (statistics)
Gradient descent
Landweber iteration
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Spatial regularization of pixel-based classification maps by a two-step MRF method
Leiguang Wang
,
Qinling Dai
,
Xin Huang
IEEE International Geoscience and Remote Sensing…
2016
Corpus ID: 150695
Markov random field (MRF)based spatial regularizing methodology can improve the maps by imposing a spatial smoothness prior on…
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2014
2014
Regularized solution of LCP problems with application to rigid body dynamics
C. Popa
,
T. Preclik
,
U. Rüde
Numerical Algorithms
2014
Corpus ID: 254892788
For Linear Complementarity Problems (LCP) with a positive semidefinite matrix M, iterative solvers can be derived by a process of…
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2013
2013
Parameter estimation for an electric arc furnace model using Tikhonov regularization
J. J. M. Durango
,
A. Gómez
,
Christian David Sepúlveda Londoño
,
M. Londoño
2013
Corpus ID: 106817515
In this paper, we present a methodology for estimating the parameters of a model for an electrical arc…
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2013
2013
The Echo State Network on the Graphics Processing Unit
Tureiti Keith
,
S. Weddell
International Conference on Artificial…
2013
Corpus ID: 43721940
Extending on previous work, the Echo State Network (ESN) and Tikhonov Regularisation (TR) training algorithms were implemented…
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2012
2012
Improved Constituent Context Model with Features
Yun Huang
,
Min Zhang
,
C. Tan
Pacific Asia Conference on Language, Information…
2012
Corpus ID: 5651922
The Constituent-Context Model (CCM) achieves promising results for unsupervised grammar induction. However, its performance drops…
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2012
2012
Mixed Tikhonov regularization in Banach spaces based on domain decomposition
I. Cimrák
,
V. Melicher
Applied Mathematics and Computation
2012
Corpus ID: 6346863
2010
2010
Application of ℓp-regularized least squares for 0≤p≤1 in estimating discrete spectrum of relaxations for electromagnetic induction responses
Mu-Hsin Wei
,
W. Scott
,
J. McClellan
,
G. Larson
Defense + Commercial Sensing
2010
Corpus ID: 15720670
The EMI response of a target can be accurately modeled by a sum of real exponentials. However, it is difficult to obtain the…
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2002
2002
Reactivity of superfine aluminum powders stabilized by aluminum diboride
Young-Soon Kwon
,
A. Gromov
,
A. Ilyin
2002
Corpus ID: 55034002
1999
1999
Band-limited interpolation applied to the time series of rapidly oscillating stars
S. Roques
,
B. Serre
,
N. Dolez
1999
Corpus ID: 40714635
We reconstruct the temporal Fourier spectra obtained from incomplete records of the luminosities of rapidly oscillating stars…
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1984
1984
Polymorphism of metaphase chromosomes in swine (Sus scrofa L.)
P. Sysa
Genetica
1984
Corpus ID: 32970770
Cytogenetic studies to date on domestic swine (Sus scrofa domesticus) and wild swine (Sus scrofa fetus) show that a significant…
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