Santin, Gabriele
Santin, Gabriele
9 Kernel methods for surrogate modeling
2021-01-01 Santin, Gabriele; Haasdonk, Bernard
A Framework for Verifiable and Auditable Collaborative Anomaly Detection
2022-01-01 Santin, Gabriele; Skarbovsky, Inna; Fournier, Fabiana; Lepri, Bruno
A new stable basis for radial basis function interpolation
2013-01-01 De Marchi, Stefano; Santin, Gabriele
A novel class of stabilized greedy kernel approximation algorithms: Convergence, stability and uniform point distribution
2021-01-01 Wenzel, Tizian; Santin, Gabriele; Haasdonk, Bernard
A rescaled method for RBF approximation
2017-01-01 De Marchi, S.; Idda, A.; Santin, G.
An algebraic cubature formula on curvilinear polygons
2011-01-01 Santin, G.; Sommariva, A.; Vianello, M.
Analysis of Target Data-Dependent Greedy Kernel Algorithms: Convergence Rates for f-, f⋅P- and f/P-Greedy
2023-01-01 Wenzel, Tizian; Santin, Gabriele; Haasdonk, Bernard
Approximating basins of attraction for dynamical systems via stable radial bases
2016-01-01 Cavoretto, Roberto; De Marchi, Stefano; De Rossi, Alessandra; Perracchione, Emma; Santin, Gabriele
Approximation of eigenfunctions in kernel-based spaces
2016-01-01 Santin, G.; Schaback, R.
Biomechanical Surrogate Modelling Using Stabilized Vectorial Greedy Kernel Methods
2021-01-01 Haasdonk, Bernard; Wenzel, Tizian; Santin, Gabriele; Schmitt, Syn
Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario
2019-01-01 Köppel, Markus; Franzelin, Fabian; Kröker, Ilja; Oladyshkin, Sergey; Santin, Gabriele; Wittwar, Dominik; Barth, Andrea; Haasdonk, Bernard; Nowak, Wolfgang; Pflüger, Dirk; Rohde, Christian
Convergence rate of the data-independent P-greedy algorithm in kernel-based approximation
2017-01-01 Santin, G.; Haasdonk, B.
Convergence Results in Image Interpolation With the Continuous SSIM
2022-01-01 Marchetti, Francesco; Santin, Gabriele
Digital proximity tracing on empirical contact networks for pandemic control
2021-01-01 Cencetti, Giulia; Santin, Gabriele; Longa, Antonio; Pigani, Emanuele; Barrat, Alain; Cattuto, Ciro; Lehmann, Sune; Salathe, Marcel; Lepri, Bruno
Equally spaced points are optimal for Brownian Bridge kernel interpolation
2023-01-01 Santin, Gabriele
Fast computation of orthonormal basis for RBF spaces through Krylov space methods
2015-01-01 De Marchi, Stefano; Santin, Gabriele
Greedy Kernel Methods for Accelerating Implicit Integrators for Parametric ODEs
2019-01-01 Brünnette, Tim; Santin, Gabriele; Haasdonk, Bernard
Image reconstruction from scattered Radon data by weighted positive definite kernel functions
2018-01-01 De Marchi, S.; Iske, A.; Santin, G.
Interpolation with the polynomial kernels
2022-01-01 Elefante, Giacomo; Erb, Wolfgang; Marchetti, Francesco; Perracchione, Emma; Poggiali, Davide; Santin, Gabriele
Interpolation with uncoupled separable matrix-valued kernels
2018-01-01 Wittwar, D.; Santin, G.; Haasdonk, B.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 9 Kernel methods for surrogate modeling | 1-gen-2021 | Santin, Gabriele; Haasdonk, Bernard | |
| A Framework for Verifiable and Auditable Collaborative Anomaly Detection | 1-gen-2022 | Santin, Gabriele; Skarbovsky, Inna; Fournier, Fabiana; Lepri, Bruno | |
| A new stable basis for radial basis function interpolation | 1-gen-2013 | De Marchi, Stefano; Santin, Gabriele | |
| A novel class of stabilized greedy kernel approximation algorithms: Convergence, stability and uniform point distribution | 1-gen-2021 | Wenzel, Tizian; Santin, Gabriele; Haasdonk, Bernard | |
| A rescaled method for RBF approximation | 1-gen-2017 | De Marchi, S.; Idda, A.; Santin, G. | |
| An algebraic cubature formula on curvilinear polygons | 1-gen-2011 | Santin, G.; Sommariva, A.; Vianello, M. | |
| Analysis of Target Data-Dependent Greedy Kernel Algorithms: Convergence Rates for f-, f⋅P- and f/P-Greedy | 1-gen-2023 | Wenzel, Tizian; Santin, Gabriele; Haasdonk, Bernard | |
| Approximating basins of attraction for dynamical systems via stable radial bases | 1-gen-2016 | Cavoretto, Roberto; De Marchi, Stefano; De Rossi, Alessandra; Perracchione, Emma; Santin, Gabriele | |
| Approximation of eigenfunctions in kernel-based spaces | 1-gen-2016 | Santin, G.; Schaback, R. | |
| Biomechanical Surrogate Modelling Using Stabilized Vectorial Greedy Kernel Methods | 1-gen-2021 | Haasdonk, Bernard; Wenzel, Tizian; Santin, Gabriele; Schmitt, Syn | |
| Comparison of data-driven uncertainty quantification methods for a carbon dioxide storage benchmark scenario | 1-gen-2019 | Köppel, Markus; Franzelin, Fabian; Kröker, Ilja; Oladyshkin, Sergey; Santin, Gabriele; Wittwar, Dominik; Barth, Andrea; Haasdonk, Bernard; Nowak, Wolfgang; Pflüger, Dirk; Rohde, Christian | |
| Convergence rate of the data-independent P-greedy algorithm in kernel-based approximation | 1-gen-2017 | Santin, G.; Haasdonk, B. | |
| Convergence Results in Image Interpolation With the Continuous SSIM | 1-gen-2022 | Marchetti, Francesco; Santin, Gabriele | |
| Digital proximity tracing on empirical contact networks for pandemic control | 1-gen-2021 | Cencetti, Giulia; Santin, Gabriele; Longa, Antonio; Pigani, Emanuele; Barrat, Alain; Cattuto, Ciro; Lehmann, Sune; Salathe, Marcel; Lepri, Bruno | |
| Equally spaced points are optimal for Brownian Bridge kernel interpolation | 1-gen-2023 | Santin, Gabriele | |
| Fast computation of orthonormal basis for RBF spaces through Krylov space methods | 1-gen-2015 | De Marchi, Stefano; Santin, Gabriele | |
| Greedy Kernel Methods for Accelerating Implicit Integrators for Parametric ODEs | 1-gen-2019 | Brünnette, Tim; Santin, Gabriele; Haasdonk, Bernard | |
| Image reconstruction from scattered Radon data by weighted positive definite kernel functions | 1-gen-2018 | De Marchi, S.; Iske, A.; Santin, G. | |
| Interpolation with the polynomial kernels | 1-gen-2022 | Elefante, Giacomo; Erb, Wolfgang; Marchetti, Francesco; Perracchione, Emma; Poggiali, Davide; Santin, Gabriele | |
| Interpolation with uncoupled separable matrix-valued kernels | 1-gen-2018 | Wittwar, D.; Santin, G.; Haasdonk, B. |