Santin, Gabriele
Santin, Gabriele
MobS
9 Kernel methods for surrogate modeling
2021-01-01 Santin, Gabriele; Haasdonk, Bernard
A Characterization Theorem for Equivariant Networks with Point-wise Activations
2024-01-01 Pacini, Marco; Dong, Xiaowen; Lepri, Bruno; Santin, Gabriele
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.
Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation
2024-01-01 Ferrarotti, Laura; Luca, Massimiliano; Santin, Gabriele; Previati, Giorgio; Mastinu, Gianpiero; Gobbi, Massimiliano; Campi, Elena; Uccello, Lorenzo; Albanese, Antonino; Zalaya, Praveen; Roccasalva, Alessandro; Lepri, Bruno
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
Explaining the Explainers in Graph Neural Networks: a Comparative Study
2025-01-01 Longa, Antonio; Azzolin, Steve; Santin, Gabriele; Cencetti, Giulia; Liò, Pietro; Lepri, Bruno; Passerini, Andrea
Fast computation of orthonormal basis for RBF spaces through Krylov space methods
2015-01-01 De Marchi, Stefano; Santin, Gabriele
Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
2023-01-01 Longa, Antonio; Lachi, Veronica; Santin, Gabriele; Bianchini, Monica; Lepri, Bruno; Lio, Pietro; Scarselli, Franco; Passerini, Andrea
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| 9 Kernel methods for surrogate modeling | 1-gen-2021 | Santin, Gabriele; Haasdonk, Bernard | |
| A Characterization Theorem for Equivariant Networks with Point-wise Activations | 1-gen-2024 | Pacini, Marco; Dong, Xiaowen; Lepri, Bruno; Santin, Gabriele | |
| 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. | |
| Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation | 1-gen-2024 | Ferrarotti, Laura; Luca, Massimiliano; Santin, Gabriele; Previati, Giorgio; Mastinu, Gianpiero; Gobbi, Massimiliano; Campi, Elena; Uccello, Lorenzo; Albanese, Antonino; Zalaya, Praveen; Roccasalva, Alessandro; Lepri, Bruno | |
| 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 | |
| Explaining the Explainers in Graph Neural Networks: a Comparative Study | 1-gen-2025 | Longa, Antonio; Azzolin, Steve; Santin, Gabriele; Cencetti, Giulia; Liò, Pietro; Lepri, Bruno; Passerini, Andrea | |
| Fast computation of orthonormal basis for RBF spaces through Krylov space methods | 1-gen-2015 | De Marchi, Stefano; Santin, Gabriele | |
| Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities | 1-gen-2023 | Longa, Antonio; Lachi, Veronica; Santin, Gabriele; Bianchini, Monica; Lepri, Bruno; Lio, Pietro; Scarselli, Franco; Passerini, Andrea |