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Analysis of Target Data-Dependent Greedy Kernel Algorithms: Convergence Rates for f-, f·P- and f/P-Greedy

Constructive approximation, 2023, Vol.57 (1), p.45-74

2023

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Sampling based approximation of linear functionals in reproducing kernel Hilbert spaces

BIT, 2022-03, Vol.62 (1), p.279-310

2022

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Equally spaced points are optimal for Brownian Bridge kernel interpolation

Applied mathematics letters, 2023-03, Vol.137, p.108489, Article 108489

Santin, Gabriele

2023

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A Framework for Verifiable and Auditable Collaborative Anomaly Detection

IEEE access, 2022, Vol.10, p.82896-82909

2022

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Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation

IEEE access, 2024, Vol.12, p.32693-32705

2024

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Measuring close proximity interactions in summer camps during the COVID-19 pandemic

EPJ data science, 2022-01, Vol.11 (1), p.5-5, Article 5

2022

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On the Optimality of Target-Data-Dependent Kernel Greedy Interpolation in Sobolev Reproducing Kernel Hilbert Spaces

SIAM journal on numerical analysis, 2024-10, Vol.62 (5), p.2249-2275

2024

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Convergence Results in Image Interpolation With the Continuous SSIM

SIAM journal on imaging sciences, 2022-01, Vol.15 (4), p.1977-1999

2022

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A new stable basis for radial basis function interpolation

Journal of computational and applied mathematics, 2013-12, Vol.253, p.1-13

2013

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A novel class of stabilized greedy kernel approximation algorithms: Convergence, stability and uniform point distribution

Journal of approximation theory, 2021-02, Vol.262, p.105508, Article 105508

2021

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Kernel-based models for influence maximization on graphs based on Gaussian process variance minimization

Journal of computational and applied mathematics, 2023-05, Vol.423, p.114951, Article 114951

2023

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Stability of convergence rates: kernel interpolation on non-Lipschitz domains

IMA journal of numerical analysis, 2024-05

2024

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HJB-RBF Based Approach for the Control of PDEs

Journal of scientific computing, 2023-07, Vol.96 (1), p.25, Article 25

2023

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Analysis of Target Data-Dependent Greedy Kernel Algorithms: Convergence Rates for f-, $$f \cdot P$$- and f/P-Greedy

Constructive approximation, 2023-02, Vol.57 (1), p.45-74

2023

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Fast computation of orthonormal basis for RBF spaces through Krylov space methods

BIT Numerical Mathematics, 2015-12, Vol.55 (4), p.949-966

2015

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Explaining the Explainers in Graph Neural Networks: a Comparative Study

ACM computing surveys, 2024-09

2024

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Temporal clustering of social interactions trades-off disease spreading and knowledge diffusion

Journal of the Royal Society interface, 2024-01, Vol.21 (210), p.20230471

2024

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Numerical modelling of a peripheral arterial stenosis using dimensionally reduced models and kernel methods

International journal for numerical methods in biomedical engineering, 2018-08, Vol.34 (8), p.e3095-n/a

2018

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A new method to design energy-conserving surrogate models for the coupled, nonlinear responses of intervertebral discs

Biomechanics and modeling in mechanobiology, 2024-06, Vol.23 (3), p.757-780

2024

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Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario

Computational geosciences, 2019-04, Vol.23 (2), p.339-354

2019

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Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows

Large-Scale Scientific Computing, p.410-418

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Diretrizes arquitetônicas voltadas à ressocialização: a análise do Presídio Regional de Passo Fundo e da Apac Santa Luzia

Revista Cadernos de Pós-Graduação em Arquitetura, 2022, Vol.22 (2)

2022

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Architectural Guidelines Aimed at the Resocializationof Brazilian Prisoners

Tu mu gong cheng yu jian zhu, 2019-10, Vol.13 (10)

2019

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Greedy Kernel Methods for Accelerating Implicit Integrators for Parametric ODEs

Numerical Mathematics and Advanced Applications ENUMATH 2017, p.889-896

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Biomechanical Surrogate Modelling Using Stabilized Vectorial Greedy Kernel Methods

Numerical Mathematics and Advanced Applications ENUMATH 2019, 2021, Vol.139, p.499-508

2021

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Analysis of Target Data-Dependent Greedy Kernel Algorithms: Convergence Rates for f-, f·P- and f/P-Greedy

Sampling based approximation of linear functionals in reproducing kernel Hilbert spaces

Equally spaced points are optimal for Brownian Bridge kernel interpolation

A Framework for Verifiable and Auditable Collaborative Anomaly Detection

Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation

Measuring close proximity interactions in summer camps during the COVID-19 pandemic

On the Optimality of Target-Data-Dependent Kernel Greedy Interpolation in Sobolev Reproducing Kernel Hilbert Spaces

Convergence Results in Image Interpolation With the Continuous SSIM

A new stable basis for radial basis function interpolation

A novel class of stabilized greedy kernel approximation algorithms: Convergence, stability and uniform point distribution

Kernel-based models for influence maximization on graphs based on Gaussian process variance minimization

Stability of convergence rates: kernel interpolation on non-Lipschitz domains

HJB-RBF Based Approach for the Control of PDEs

Analysis of Target Data-Dependent Greedy Kernel Algorithms: Convergence Rates for f-, $$f \cdot P$$- and f/P-Greedy

Fast computation of orthonormal basis for RBF spaces through Krylov space methods

Explaining the Explainers in Graph Neural Networks: a Comparative Study

Temporal clustering of social interactions trades-off disease spreading and knowledge diffusion

Numerical modelling of a peripheral arterial stenosis using dimensionally reduced models and kernel methods

A new method to design energy-conserving surrogate models for the coupled, nonlinear responses of intervertebral discs

Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario

Structured Deep Kernel Networks for Data-Driven Closure Terms of Turbulent Flows

Diretrizes arquitetônicas voltadas à ressocialização: a análise do Presídio Regional de Passo Fundo e da Apac Santa Luzia

Architectural Guidelines Aimed at the Resocializationof Brazilian Prisoners

Greedy Kernel Methods for Accelerating Implicit Integrators for Parametric ODEs

Biomechanical Surrogate Modelling Using Stabilized Vectorial Greedy Kernel Methods

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