Gianluigi Pillonetto
Università degli Studi di Padova
H-index: 41
Europe-Italy
Top articles of Gianluigi Pillonetto
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning for Control: -error Bounds for Kernel-based Regression | IEEE Transactions on Automatic Control | Mauro Bisiacco Gianluigi Pillonetto | 2024/3/4 |
Kernel-based linear system identification: When does the representer theorem hold? | Automatica | Gianluigi Pillonetto Mauro Bisiacco | 2024/1/1 |
A refinement of the stability test for reproducing kernel Hilbert spaces | Automatica | Mauro Bisiacco Gianluigi Pillonetto | 2024/5/1 |
Gene expression biomarkers differentiate overall survival of colorectal cancer upon targeted therapies | Akram Yazdani Azam Yazdani Raul Mendez-Giraldez Gianluigi Pillonetto Esmat Samiei | 2024/3/11 | |
On the stability test for reproducing kernel Hilbert spaces | arXiv preprint arXiv:2305.02213 | Mauro Bisiacco Gianluigi Pillonetto | 2023/5/1 |
Kernel methods and gaussian processes for system identification and control: A road map on regularized kernel-based learning for control | Algo Carè Ruggero Carli Alberto Dalla Libera Diego Romeres Gianluigi Pillonetto | 2023/9/28 | |
Dealing with Collinearity in Large-Scale Linear System Identification Using Gaussian Regression | arXiv preprint arXiv:2302.10959 | Wenqi Cao Gianluigi Pillonetto | 2023/2/21 |
Kernel-based learning of orthogonal functions | Neurocomputing | Anna Scampicchio Mauro Bisiacco Gianluigi Pillonetto | 2023/8/7 |
Deep networks for system identification: a survey | arXiv preprint arXiv:2301.12832 | Gianluigi Pillonetto Aleksandr Aravkin Daniel Gedon Lennart Ljung Antônio H Ribeiro | 2023/1/30 |
Sliding-mode theory under feedback constraints and the problem of epidemic control | SIAM Journal on Applied Mathematics | Mauro Bisiacco Gianluigi Pillonetto | 2023/12/31 |
In silico design and validation of a time-varying PID controller for an artificial pancreas with intraperitoneal insulin delivery and glucose sensing | APL bioengineering | Alberto Dalla Libera Chiara Toffanin Martina Drecogna Alfonso Galderisi Gianluigi Pillonetto | 2023/6/1 |
Absolute integrability of Mercer kernels is only sufficient for RKHS stability | arXiv preprint arXiv:2305.01411 | Mauro Bisiacco Gianluigi Pillonetto | 2023/5/2 |
Gene signatures derived from transcriptomic-causal networks stratified colorectal cancer patients for effective targeted therapy | Akram Yazdani Heinz-Josef Lenz Gianluigi Pillonetto Raul Mendez-Giraldez Azam Yazdani | 2023/12/15 | |
Full Bayesian identification of linear dynamic systems using stable kernels | Proceedings of the National Academy of Sciences | G Pillonetto Lennart Ljung | 2023/5/2 |
Kernel-based function learning in dynamic and non stationary environments | arXiv preprint arXiv:2310.02767 | Alberto Giaretta Mauro Bisiacco Gianluigi Pillonetto | 2023/10/4 |
Classical System Identification | Gianluigi Pillonetto Tianshi Chen Alessandro Chiuso Giuseppe De Nicolao Lennart Ljung | 2022/5/14 | |
Bias | EDWARD WITTEN | 2016 | |
Bayesian frequentist bounds for machine learning and system identification | Automatica | Giacomo Baggio Algo Carè Anna Scampicchio Gianluigi Pillonetto | 2022/12/1 |
Linear system identification using the sequential stabilizing spline algorithm | Automatica | Gianluigi Pillonetto Alessandro Chiuso | 2022/4/1 |
Regularization of Linear Regression Models | Gianluigi Pillonetto Tianshi Chen Alessandro Chiuso Giuseppe De Nicolao Lennart Ljung | 2022/5/14 |
Co-Authors
