Gianluigi Pillonetto

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Mauro Bisiacco

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Publications

2025
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Alberto Giaretta, Mauro Bisiacco, Gianluigi Pillonetto:
Supervised Learning in Dynamic and Non Stationary Environments. IEEE Trans. Pattern Anal. Mach. Intell. 47(10): 9345-9351 (2025)
[i35]
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  - journals/corr/abs-2511-00579
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Gianluigi Pillonetto, Alberto Giaretta, Aleksandr Y. Aravkin, Mauro Bisiacco, Timothy C. Elston:
Sparse and nonparametric estimation of equations governing dynamical systems with applications to biology. CoRR abs/2511.00579 (2025)
[i33]
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  - journals/corr/abs-2511-13701
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Gianluigi Pillonetto, Alberto Giaretta, Mauro Bisiacco:
Learning stochasticity: a nonparametric framework for intrinsic noise estimation. CoRR abs/2511.13701 (2025)
2024
[j79]
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Gianluigi Pillonetto, Mauro Bisiacco:
Kernel-based linear system identification: When does the representer theorem hold? Autom. 159: 111347 (2024)
[j78]
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Mauro Bisiacco, Gianluigi Pillonetto:
A refinement of the stability test for reproducing kernel Hilbert spaces. Autom. 163: 111606 (2024)
[j76]
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Mauro Bisiacco, Gianluigi Pillonetto:
Mercer kernel absolute integrability is only sufficient for RKHS stability. Syst. Control. Lett. 191: 105885 (2024)
[j75]
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Mauro Bisiacco, Gianluigi Pillonetto:
Learning for Control: $\mathcal {L}_{1}$-Error Bounds for Kernel-Based Regression. IEEE Trans. Autom. Control. 69(10): 6530-6545 (2024)
[i31]
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  - journals/corr/abs-2410-01394
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Mauro Bisiacco, Gianluigi Pillonetto:
Gaussian kernel expansion with basis functions uniformly bounded in ℒ_∞. CoRR abs/2410.01394 (2024)
2023
[j74]
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  - journals/ijon/ScampicchioBP23
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Anna Scampicchio, Mauro Bisiacco, Gianluigi Pillonetto:
Kernel-based learning of orthogonal functions. Neurocomputing 545: 126237 (2023)
[j73]
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Mauro Bisiacco, Gianluigi Pillonetto:
Sliding-Mode Theory Under Feedback Constraints and the Problem of Epidemic Control. SIAM J. Appl. Math. 83(6): 2189-2211 (2023)
[i28]
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  - journals/corr/abs-2305-01411
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Mauro Bisiacco, Gianluigi Pillonetto:
Absolute integrability of Mercer kernels is only sufficient for RKHS stability. CoRR abs/2305.01411 (2023)
[i27]
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  - journals/corr/abs-2305-02213
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Mauro Bisiacco, Gianluigi Pillonetto:
On the stability test for reproducing kernel Hilbert spaces. CoRR abs/2305.02213 (2023)
[i26]
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  - journals/corr/abs-2310-02767
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Alberto Giaretta, Mauro Bisiacco, Gianluigi Pillonetto:
Kernel-based function learning in dynamic and non stationary environments. CoRR abs/2310.02767 (2023)
2022
[j71]
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  - journals/automatica/BisiaccoPC22
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Mauro Bisiacco, Gianluigi Pillonetto, Claudio Cobelli:
Closed-form expressions and nonparametric estimation of COVID-19 infection rate. Autom. 140: 110265 (2022)
2021
[j64]
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  - journals/arc/BisiaccoP21
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Mauro Bisiacco, Gianluigi Pillonetto:
COVID-19 epidemic control using short-term lockdowns for collective gain. Annu. Rev. Control. 52: 573-586 (2021)
[i23]
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  - journals/corr/abs-2109-00995
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Mauro Bisiacco, Gianluigi Pillonetto:
COVID-19 epidemic control using short-term lockdowns for collective gain. CoRR abs/2109.00995 (2021)
[i22]
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  - journals/corr/abs-2109-05464
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Mauro Bisiacco, Gianluigi Pillonetto:
Sliding-mode theory under feedback constraints and the problem of epidemic control. CoRR abs/2109.05464 (2021)
2020
[j60]
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  - journals/automatica/BisiaccoP20
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Mauro Bisiacco, Gianluigi Pillonetto:
On the mathematical foundations of stable RKHSs. Autom. 118: 109038 (2020)
[j59]
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Mauro Bisiacco, Gianluigi Pillonetto:
Kernel Absolute Summability Is Sufficient but Not Necessary for RKHS Stability. SIAM J. Control. Optim. 58(4): 2006-2022 (2020)
[i21]
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  - journals/corr/abs-2005-02971
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Mauro Bisiacco, Gianluigi Pillonetto:
Mathematical foundations of stable RKHSs. CoRR abs/2005.02971 (2020)
[i20]
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  - journals/corr/abs-2008-12337
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Gianluigi Pillonetto, Mauro Bisiacco, Giorgio Palù, Claudio Cobelli:
Tracking the time course of reproduction number and lockdown's effect during SARS-CoV-2 epidemic: nonparametric estimation. CoRR abs/2008.12337 (2020)
2019
[i16]
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  - journals/corr/abs-1909-02341
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Mauro Bisiacco, Gianluigi Pillonetto:
Kernel absolute summability is only sufficient for RKHS stability. CoRR abs/1909.02341 (2019)

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