Search Results - "Hegland, Markus"
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1
Dilational interpolatory inequalities
Published in Mathematics of computation (01-05-2011)“…Operationally, index functions of variable Hubert scales can be viewed as generators for families of spaces and norms and, thereby, associated scales of…”
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2
A note on error bounds for pseudo skeleton approximations of matrices
Published in Linear algebra and its applications (15-07-2023)“…A new and improved bound for the Chebyshev norm of the error of a maximal volume pseudo-skeleton matrix approximation is presented. This bound uses all the…”
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3
For numerical differentiation, dimensionality can be a blessing
Published in Mathematics of computation (01-07-1999)“…Finite difference methods, such as the mid-point rule, have been applied successfully to the numerical solution of ordinary and partial differential equations…”
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4
Numerical integration of particle orbits in discontinuous fields using VENUS-LEVIS and SPEC
Published in Computer physics communications (01-02-2022)“…The orbit code VENUS-LEVIS is adapted to follow particles in plasma equilibria with discontinuous fields generated by the Stepped Pressure Equilibrium Code…”
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5
Sparse grid quadrature on products of spheres
Published in Numerical algorithms (01-11-2015)“…We examine sparse grid quadrature on weighted tensor products ( wtp ) of reproducing kernel Hilbert spaces on products of the unit sphere 𝕊 2 , in the case of…”
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6
Old wine in fractal bottles I: Orthogonal expansions on self-referential spaces via fractal transformations
Published in Chaos, solitons and fractals (01-10-2016)“…Our results and examples show how transformations between self-similar sets may be continuous almost everywhere with respect to measures on the sets and may be…”
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7
A FINITE ELEMENT METHOD FOR DENSITY ESTIMATION WITH GAUSSIAN PROCESS PRIORS
Published in SIAM journal on numerical analysis (01-01-2010)“…A variational problem characterizing the density estimator defined by the maximum a posteriori method with Gaussian process priors is derived. It is shown that…”
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ERROR BOUNDS FOR SPECTRAL ENHANCEMENT WHICH ARE BASED ON VARIABLE HILBERT SCALE INEQUALITIES
Published in The Journal of integral equations and applications (01-06-2010)“…Spectral enhancemeut-which aims to undo spectral broadening–leads to integral equations which are illposed and require special regularization techniques for…”
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9
Convergence rates in ℓ1-regularization when the basis is not smooth enough
Published in Applicable analysis (04-03-2015)“…Sparsity promoting regularization is an important technique for signal reconstruction and several other ill-posed problems. Theoretical investigation typically…”
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10
Convergence rates in [ell] super(1)-regularizatio n when the basis is not smooth enough
Published in Applicable analysis (04-03-2015)“…Sparsity promoting regularization is an important technique for signal reconstruction and several other ill-posed problems. Theoretical investigation typically…”
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11
Convergence rates in ℓ 1 -regularization when the basis is not smooth enough
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12
Convergence rates in [lamda]^sup 1^-regularization when the basis is not smooth enough
Published in Applicable analysis (01-03-2015)“…Sparsity promoting regularization is an important technique for signal reconstruction and several other ill-posed problems. Theoretical investigation typically…”
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13
Fitting multidimensional data using gradient penalties and the sparse grid combination technique
Published in Computing (01-04-2009)“…Sparse grids, combined with gradient penalties provide an attractive tool for regularised least squares fitting. It has earlier been found that the combination…”
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14
The combination technique and some generalisations
Published in Linear algebra and its applications (15-01-2007)“…The combination technique has repeatedly been shown to be an effective tool for the approximation with sparse grid spaces. Little is known about the reasons of…”
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15
Accelerated Landweber iteration with convex penalty for linear inverse problems in Banach spaces
Published in Applicable analysis (04-03-2015)“…In recent years, Landweber iteration has been extended to solve linear inverse problems in Banach spaces by incorporating non-smooth convex penalty functionals…”
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16
Approximate Maximum a Posteriori with Gaussian Process Priors
Published in Constructive approximation (01-08-2007)Get full text
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17
Complex scientific applications made fault-tolerant with the sparse grid combination technique
Published in The international journal of high performance computing applications (01-08-2016)“…Ultra-large–scale simulations via solving partial differential equations (PDEs) require very large computational systems for their timely solution. Studies…”
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18
A solver for the stochastic master equation applied to gene regulatory networks
Published in Journal of computational and applied mathematics (15-08-2007)“…An important driver of gene regulatory networks is noise arising from the stochastic nature of interactions of genes, their products and regulators. Thus, such…”
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19
Generalized Gearhart-Koshy acceleration is a Krylov space method of a new type
Published 30-11-2023“…The Gearhart-Koshy acceleration for the Kaczmarz method for linear systems is a line-search with the unusual property that it does not minimize the residual,…”
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20
The trade-off between regularity and stability in Tikhonov regularization
Published in Mathematics of computation (01-01-1997)“…When deriving rates of convergence for the approximations generated by the application of Tikhonov regularization to ill--posed operator equations, assumptions…”
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