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Proximal thresholding algorithm for minimization over orthonormal bases

by Patrick L. Combettes, Jean-christophe Pesquet - SIAM Journal on Optimization , 2007
"... The notion of soft thresholding plays a central role in problems from various areas of applied mathematics, in which the ideal solution is known to possess a sparse decomposition in some orthonormal basis. Using convex-analytical tools, we extend this notion to that of proximal thresholding and inve ..."
Abstract - Cited by 62 (14 self) - Add to MetaCart
The notion of soft thresholding plays a central role in problems from various areas of applied mathematics, in which the ideal solution is known to possess a sparse decomposition in some orthonormal basis. Using convex-analytical tools, we extend this notion to that of proximal thresholding

Random orthonormal bases of spaces of high dimension

by Steve Zelditch , 1210
"... Abstract. We consider a sequence HN of finite dimensional Hilbert spaces of dimensions dN →∞. Motivating examples are eigenspaces, or spaces of quasi-modes, for a Laplace or Schrödinger operator on a compact Riemannian manifold. The set of Hermitian orthonormal bases of HN may be identified with U( ..."
Abstract - Cited by 4 (0 self) - Add to MetaCart
Abstract. We consider a sequence HN of finite dimensional Hilbert spaces of dimensions dN →∞. Motivating examples are eigenspaces, or spaces of quasi-modes, for a Laplace or Schrödinger operator on a compact Riemannian manifold. The set of Hermitian orthonormal bases of HN may be identified with U

Orthonormal bases of regular wavelets in spaces of homogeneous type

by Pascal Auscher, Tuomas Hytönen , 2012
"... ar ..."
Abstract - Cited by 5 (0 self) - Add to MetaCart
Abstract not found

POINTWISE BOUNDS FOR ORTHONORMAL BASIS ELEMENTS IN HILBERT SPACES

by Emmanuel Kowalski
"... The following question is somewhat implicit in parts of [K1]: let Y be a non-empty finite set, let ν: Y →]0, 1] be a probability density on Y, i.e., a map such that ν(y) = 1, ..."
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The following question is somewhat implicit in parts of [K1]: let Y be a non-empty finite set, let ν: Y →]0, 1] be a probability density on Y, i.e., a map such that ν(y) = 1,

IDEAL NORMS AND TRIGONOMETRIC ORTHONORMAL SYSTEMS

by Jörg Wenzel , 1994
"... Abstract. In this article, we characterize the UMD–property of a Banach space X by ideal norms associated with trigonometric orthonormal systems. The asymptotic behavior of that numerical parameters can be used to decide whether or not X is a UMD–space. Moreover, in the negative case, we obtain a me ..."
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Abstract. In this article, we characterize the UMD–property of a Banach space X by ideal norms associated with trigonometric orthonormal systems. The asymptotic behavior of that numerical parameters can be used to decide whether or not X is a UMD–space. Moreover, in the negative case, we obtain a

MATLAB Programs for Generating Orthonormal Wavelets

by B. G. Sherlock, Y. P. Kakad
"... Abstract:- This paper presents MATLAB programs for generating the coefficients of the lowpass analysis filter corresponding to orthonormal wavelet analyses. One of the programs generates the famous Daubechies maxflat wavelets, and a second generates the Daubechies complex symmetric orthonormal wavel ..."
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wavelets. The remaining two programs generate the space of all orthonormal wavelets in terms of parameterizations whereby the space of wavelets of a given length 2N is generated by N parameters. This software should prove useful where it is desired to perform an optimization to obtain the best wavelet

Canonical orthonormal Wigner supermultiplet basis

by K T Hechttz, R Le Blanc, D J Rowellt , 1986
"... Abstract. The explicit construction of an orthonormal basis for states of good spin, isospin and SU(4) Wigner supermultiplet symmetry is given in a Bargmann representation space. A complete set of quantum labels is provided by a Sp(3,!HI 3 U ( 3) complementary sym-metry. 1. ..."
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Abstract. The explicit construction of an orthonormal basis for states of good spin, isospin and SU(4) Wigner supermultiplet symmetry is given in a Bargmann representation space. A complete set of quantum labels is provided by a Sp(3,!HI 3 U ( 3) complementary sym-metry. 1.

Uniformly bounded orthonormal polynomials on the sphere

by Jordi Marzo , Joaquim Ortega-Cerdà
"... Abstract Given any ε > 0, we construct an orthonormal system of n k uniformly bounded polynomials of degree at most k on the unit sphere in R m+1 where n k is bigger than 1 − ε times the dimension of the space of polynomials of degree at most k. Similarly we construct an orthonormal system of se ..."
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Abstract Given any ε > 0, we construct an orthonormal system of n k uniformly bounded polynomials of degree at most k on the unit sphere in R m+1 where n k is bigger than 1 − ε times the dimension of the space of polynomials of degree at most k. Similarly we construct an orthonormal system

Orthonormal Strongly-Constrained Neural Learning

by Simone Fiori, Francesco Piazza - Proc. of Int J. Conf. on Neural Networks , 1998
"... In this paper a new class of non-conventional neural optimization algorithms called Orthonormal StronglyConstrained (SOC) is presented. Here the general problem of the iterative search of maxima or minima of objective functions under the constraint of orthonormality is dealt. After that general pro ..."
Abstract - Cited by 1 (1 self) - Add to MetaCart
In this paper a new class of non-conventional neural optimization algorithms called Orthonormal StronglyConstrained (SOC) is presented. Here the general problem of the iterative search of maxima or minima of objective functions under the constraint of orthonormality is dealt. After that general

General Existence Theorems For Orthonormal Wavelets, an abstract approach

by L. Baggett, A. Carey, W. Moran, P. Ohring - Publ. RIMS, Kyoto Univ , 1995
"... APPROACH L. Baggett A. Carey W. Moran P. Ohring Abstract. Methods from noncommutative harmonic analysis are used to develop an abstract theory of orthonormal wavelets. The relationship between the existence of an orthonormal wavelet and the existence of a multi-resolution is clarified, and four theo ..."
Abstract - Cited by 33 (2 self) - Add to MetaCart
APPROACH L. Baggett A. Carey W. Moran P. Ohring Abstract. Methods from noncommutative harmonic analysis are used to develop an abstract theory of orthonormal wavelets. The relationship between the existence of an orthonormal wavelet and the existence of a multi-resolution is clarified, and four
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