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1999, Cambridge monographs on applied and computational mathematics, ISBN 0521650062, Volume 5, xiv, 407
This book generalises the classical theory of orthogonal polynomials on the complex unit circle, or on the real line to orthogonal rational functions whose... 
Functions, Orthogonal | Functions of complex variables
Book
1992, Pitman monographs and surveys in pure and applied mathematics, ISBN 9780582091092, Volume 58-59, v.
Book
Foundations and Trends in Machine Learning, ISSN 1935-8237, 2011, Volume 4, Issue 3, pp. 195 - 266
Kernel methods are among the most popular techniques in machine learning. From a regularization perspective they play a central role in regularization theory... 
Learning | Kernels | Kernel functions | Probability theory | Machine learning | Gaussian | Probabilistic methods | Regularization
Journal Article
2013 IEEE International Conference on Computer Vision, ISSN 1550-5499, 12/2013, pp. 561 - 568
The goal of single-image super-resolution is to generate a high-quality high-resolution image based on a given low-resolution input. It is an ill-posed problem... 
Training | Interpolation | cluster | Image resolution | subspace | fast | Image edge detection | linear regression | Feature extraction | Kernel | Image reconstruction | single-image super-resolution | Computer vision | State of the art | Algorithms | Conferences | Mathematical analysis | Feasibility | Mathematical models | Subspaces
Conference Proceeding
Transactions of the American Mathematical Society, ISSN 0002-9947, 04/2018, Volume 370, Issue 4, pp. 2391 - 2422
Using the Bellman function approach, we present new proofs of weighted L^2 inequalities for square functions, with the optimal dependence on the A_2... 
Dyadic | Square function | Bellman function | Best constants | BROWNIAN-MOTION | NORM INEQUALITIES | dyadic | HILBERT TRANSFORM | SHARP ESTIMATE | RIESZ | INTEGRALS | MATHEMATICS | KERNEL | OPERATOR | best constants | BELLMAN FUNCTIONS | MARTINGALE INEQUALITIES
Journal Article
1992, Studies in computational mathematics, ISBN 0444897186, Volume 4., xii, 386
Book
1992, ISBN 9780821825501, Volume no. 464., vi, 123
Book
Computer Aided Geometric Design, ISSN 0167-8396, 10/2018, Volume 65, pp. 31 - 47
Overview of the proposed approach for the definition of Laplacian spectral basis functions based on the solution to the harmonic equation, the Laplacian... 
Function comparison | Laplace–Beltrami operator | Laplacian spectral basis | Diffusion basis | Spectral geometry processing | Area/conformal metrics | MATHEMATICS, APPLIED | BASES | DISTANCES | Laplace-Beltrami operator | KERNELS | COMPUTER SCIENCE, SOFTWARE ENGINEERING | SHAPE | OPERATOR | ROBUST | OPTIMALITY
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 11/2019, Volume 361, pp. 777 - 787
We study approximation by arbitrary linear combinations of translates of a single function of periodic functions. We construct some linear methods of this... 
Approximation by arbitrary linear combinations of n translates of a single function | Function spaces induced by the convolution with a given function | Reproducing kernel Hilbert space | INTERPOLATION | MATHEMATICS, APPLIED
Journal Article
Theoretical Chemistry Accounts, ISSN 1432-881X, 6/2019, Volume 138, Issue 6, pp. 1 - 7
A novel approach to the response theory for the Kohn–Sham formalism is presented, and it shows that the linear responses of the electron density to changes in... 
Theoretical and Computational Chemistry | Fukui function | Chemistry | Physical Chemistry | Dipole polarizability | Atomic/Molecular Structure and Spectra | Inorganic Chemistry | Chemical reactivity | Response functions | Organic Chemistry
Journal Article
Automatica, ISSN 0005-1098, 08/2018, Volume 94, pp. 125 - 137
Kernel-based methods have been recently introduced for linear system identification as an alternative to parametric prediction error methods. Adopting the... 
Power spectral density | System identification | Kernel-based methods | Random features | REGULARIZATION | AUTOMATION & CONTROL SYSTEMS | SYSTEM-IDENTIFICATION | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 04/2018, Volume 64, Issue 4, pp. 2987 - 2999
Journal Article
IEEE Transactions on Automatic Control, ISSN 0018-9286, 08/2010, Volume 55, Issue 8, pp. 1933 - 1937
Journal Article
Journal of Mathematical Sciences, ISSN 1072-3374, 2/2019, Volume 237, Issue 1, pp. 30 - 109
In this paper, we consider solution spaces for some class of singular elliptic systems on Riemann surfaces and boundary-value problems for solution spaces of... 
Mathematics, general | Mathematics
Journal Article
2013 IEEE Conference on Computer Vision and Pattern Recognition, ISSN 1063-6919, 06/2013, pp. 3610 - 3617
This paper considers the person verification problem in modern surveillance and video retrieval systems. The problem is to identify whether a pair of face or... 
Measurement | Support vector machines | Computer vision | Pedestrian Re-identification | Inference algorithms | Face Verification | Face | Kernel | Joints | Person Verification
Conference Proceeding
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