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20192021
most citedApproximation of Functions on Manifolds in High Dimension from Noisy Scattered Data

3 citations · 4 across the 5 of their papers we have counts for

collaborators

6 papers

math.NA2021

Manifold Repairing, Reconstruction and Denoising from Scattered Data in High-Dimension

Shira Faigenbaum-Golovin, David Levin

We consider a problem of great practical interest: the repairing and recovery of a low-dimensional manifold embedded in high-dimensional space from noisy scattered data. Suppose th…

math.NA20203 cited

Approximation of Functions on Manifolds in High Dimension from Noisy Scattered Data

Shira Faigenbaum-Golovin, David Levin

In this paper, we consider the fundamental problem of approximation of functions on a low-dimensional manifold embedded in a high-dimensional space, with noise affecting both in th…

math.NA2020

Corrected approximation strategy for piecewise smooth bivariate functions

Sergio Amat, David Levin, Juan Ruiz-Álvarez

Given values of a piecewise smooth function on a square grid within a domain , we look for a piecewise adaptive approximation to . Standard approximation techniques achie…

math.NA20201 cited

On a regularization-correction approach for the approximation of piecewise smooth functions

Sergio Amat, David Levin, Juan Ruiz-Álvarez

Linear approximation approaches suffer from Gibbs oscillations when approximating functions with singularities. ENO-SR resolution is a local approach avoiding oscillations and with…

math.NA2020

Reconstruction of piecewise-smooth multivariate functions from Fourier data

David Levin

In some applications, one is interested in reconstructing a function from its Fourier series coefficients. The problem is that the Fourier series is slowly convergent if the fu…

math.FA2019

Attractors of Trees of Maps and of Sequences of Maps between Spaces with Application to Subdivision

Nira Dyn, David Levin, Peter Massopust

In a previous paper we considered a sequence of maps on a complete metric space and derived an extension of the Banach fixed point theorem. We showed that backward trajecto…