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Nyström method

Known as: Nystroem method, Nystrom method 
In numerical analysis, the Nyström method or quadrature method seeks the numerical solution of an integral equation by replacing the integral with a… 
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Related topics

Related topics

8 relations
Gaussian quadratureList of numerical analysis topicsLow Rank Matrix ApproximationsNumerical analysis

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Empirical Evaluation of Kernel PCA Approximation Methods in Classification Tasks
Kernel Principal Component Analysis (KPCA) is a popular dimensionality reduction technique with a wide range of applications… 
2017
2017
Learning a Discriminative Distance Metric With Label Consistency for Scene Classification
To achieve high scene classification performance of high spatial resolution remote sensing images (HSR-RSIs), it is important to… 
2016
2016
Analysis of Nyström method with sequential ridge leverage scores
Large-scale kernel ridge regression (KRR) is limited by the need to store a large kernel matrix Kt. To avoid storing the entire… 
2014
2014
The stability of the Nystr\"om method for double layer potential equations
The stability of the Nystr\"om method for the double layer potential equation on simple closed piecewise smooth contours is… 
2013
2013
Assessment of methods for the numerical solution of the Fredholm integral eigenvalue problem
The computational efficiency of random field representations with the Karhunen-Lo`eve expansion relies on the numerical solution… 
2012
2012
A Simple Algorithm for Semi-supervised Learning with Improved Generalization Error Bound
In this work, we develop a simple algorithm for semi-supervised regression. The key idea is to use the top eigenfunctions of… 
2007
2007
Exponentially Converging NystrÖm Methods Applied to the Integral-Integrodifferential Equations of Oblique Scattering/Hybrid Wave Propagation in Presence of Composite Dielectric Cylinders of Arbitrary…
Systems of singular integral-integrodifferential equations are studied that pertain to 2-D oblique scattering and to hybrid-wave… 
2007
2007
The Importance of Nature in Coping Creating increased understanding of the importance of pure experiences of nature to human health
3: A comparison of leisure time spent in a garden with leisure time spent indoors: on measures of restoration in residents in… 
2005
2005
Two-dimensional transverse-magnetic time-domain scattering using the Nystro/spl uml/m method and bandlimited extrapolation
A method is presented for the solution of the integral equations that describe the electromagnetic scattering from an infinitely… 
2003
2003
Filtered Gaussian Processes for Learning with Large Data-Sets
Kernel-based non-parametric models have been applied widely over recent years. However, the associated computational complexity… 
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