S. Betteti, G. Baggio, F. Bullo, and S. Zampieri
“Firing Rate Models as Associative Memory: Excitatory-Inhibitory Balance for Robust Retrieval”, 2024. [arXiv]
S. Betteti, G. Baggio, F. Bullo, and S. Zampieri
“Input-Driven Dynamics for Robust Memory Retrieval in Hopfield Networks”, 2024.
[arXiv]
R. A. Grimaldi, G. Baggio, R. Carli, and
G. Pillonetto
“The Bayesian Separation Principle for Data-driven Control”, 2024.
[arXiv]
D. Benozzo, G. Baggio, G. Baron, A. Chiuso, S. Zampieri, and A. Bertoldo
“Analyzing Asymmetry in Brain Hierarchies with a Linear State-space Model of Resting-state fMRI Data” Network Neuroscience, vol. 8, no. 3, pp. 1-42, 2024. [bioRxiv][online]
@article{DB-GB-GB-AC-SZ-AB:24,
title = {Analyzing Asymmetry in Brain Hierarchies with a Linear State-Space Model of Resting-State fMRI Data},
author = {Benozzo, Danilo and Baggio, Giacomo and Baron, Giorgia and Chiuso, Alessandro and Zampieri, Sandro and Bertoldo, Alessandra},
journal = {Network Neuroscience},
volume = {8},
number = {3},
pages = {1-42},
year = {2024}
}
G. Baggio and S. Zampieri
“Controllability of Large-Scale Networks: The Control Energy Exponents” IEEE Transactions on Control of Network Systems, vol. 11, no. 2, pp. 808-820, 2024.
[online]
@article{GB-SZ:24,
title = {Controllability of Large-Scale Networks: The Control Energy Exponents},
author = {Baggio, Giacomo and Zampieri, Sandro},
journal = {IEEE Transactions on Control of Network Systems},
volume = {11},
number = {2},
pages = {808-820},
year = {2024}
}
F. Celi, G. Baggio, and
F. Pasqualetti
“Closed-form and Robust Expressions for Data-driven LQ Control” Annual Reviews in Control, vol. 53, pp. 100916, 2023.
[online]
@article{FC-GB-FP:23,
title = {Closed-form and Robust Expressions for Data-driven LQ Control},
author = {Celi, Federico and Baggio, Giacomo and Pasqualetti, Fabio},
journal = {Annual Reviews in Control},
volume = {53},
pages = {100916},
year = {2023}
}
F. Celi, G. Baggio, and
F. Pasqualetti
“Distributed Data-Driven Control of Network Systems” IEEE Open Journal of Control Systems, vol. 2, pp. 93-107, 2023.
[online]
@article{FC-GB-FP:23,
title = {Distributed Data-Driven Control of Network Systems},
author = {Celi, Federico and Baggio, Giacomo and Pasqualetti, Fabio},
journal = {IEEE Open Journal of Control Systems},
volume = {2},
pages = {93-107},
year = {2023}
}
G. Baggio,
A. Carè,
A. Scampicchio, and
G. Pillonetto
“Bayesian Frequentist Bounds for Machine Learning and System Identification” Automatica, vol. 146, pp. 110599, 2022.
[online]
@article{GB-AC-AS-GP:22,
title = {Bayesian Frequentist Bounds for Machine Learning and System Identification},
author = {Baggio, Giacomo and Carè, Algo and Scampicchio, Anna and Pillonetto, Gianluigi},
journal = {Automatica},
volume = {146},
pages = {110599},
year = {2022}
}
@article{TM-GB-DSB-FP:22,
title = {Functional Control of Oscillator Networks},
author = {Menara, Tommaso and Baggio, Giacomo and Bassett, Danielle S and Pasqualetti, Fabio},
journal = {Nature Communications},
volume = {13},
number = {1},
pages = {1-13},
year = {2022}
}
G. Baggio,
F. Pasqualetti,
and S. Zampieri
“Energy-Aware Controllability of Complex Networks” Annual Review of Control, Robotics, and Autonomous Systems, vol. 5, no. 1, May 2022.
[online]
@article{GB-FP-SZ:22,
title = {Energy-Aware Controllability of Complex Networks},
author = {Baggio, Giacomo and Pasqualetti, Fabio and Zampieri, Sandro},
journal = {Annual Review of Control, Robotics, and Autonomous Systems},
volume = {5},
number = {1},
year = {2022}
}
G. Baggio and S. Zampieri
“Non-normality Improves Information Transmission Performance of Network Systems” IEEE Transactions on Control of Network Systems, vol. 8, no. 4, pp. 1846-1858, Dec. 2021.
[online][tech. note]
@article{GB-SZ:21,
title = {Non-normality Improves Information Transmission Performance of Network Systems},
author = {Baggio, Giacomo and Zampieri, Sandro},
journal = {IEEE Transactions on Control of Network Systems},
volume = {8},
number = {4},
pages = {1846-1858},
year = {2021}
}
G. Baggio,
F. Ticozzi,
P. D. Johnson, and
L. Viola
“Dissipative Encoding of Quantum Information” Quantum Information & Computation, vol. 21, no. 9&10, pp. 737-770, 2021.
[arXiv][online]
@article{GB-FT-PDJ-LV:21,
title = {Dissipative Encoding of Quantum Information},
author = {Baggio, Giacomo and Ticozzi, Francesco and Johnson, Peter D and Viola, Lorenza},
journal = {Quantum Information & Computation},
volume = {21},
number = {9&10},
pages = {737-770},
year = {2021}
}
@article{GB-DSB-FP:21,
title = {Data-driven Control of Complex Networks},
author = {Baggio, Giacomo and Bassett, Danielle S and Pasqualetti, Fabio},
journal = {Nature Communications},
volume = {12},
number = {1},
pages = {1-13},
year = {2021}
}
G. Baggio,
V. Rutten,
G. Hennequin, and
S. Zampieri
“Efficient Communication over Complex Dynamical Networks: The Role of Matrix Non-Normality” Science Advances, vol. 6, no. 22, eaba2282, 2020.
[arXiv][online][code]
@article{GB-VR-GH-SZ:20,
title = {Efficient Communication over Complex Dynamical Networks: The Role of Matrix Non-Normality},
author = {Baggio, Giacomo and Rutten, Virginia and Hennequin, Guillaume and Zampieri, Sandro},
journal = {Science Advances},
volume = {6},
number = {22},
pages = {eaba2282},
year = {2020}
}
T. Menara,
G. Baggio,
D. S. Bassett,
and F. Pasqualetti
“Conditions for Feedback Linearization of Network Systems” IEEE Control Systems Letters, vol. 4, no. 3, pp. 578-583, July 2020.
[online]
@article{TM-GB-DSB-FP:20a,
title = {Conditions for Feedback Linearization of Network Systems},
author = {Menara, Tommaso and Baggio, Giacomo and Bassett, Danielle S and Pasqualetti, Fabio},
journal = {IEEE Control Systems Letters},
volume = {4},
number = {3},
pages = {578-583},
year = {2020}
}
T. Menara,
G. Baggio,
D. S. Bassett, and
F. Pasqualetti
“Stability Conditions for Cluster Synchronization in Networks of Heterogeneous Kuramoto Oscillators” IEEE Transactions on Control of Network Systems, vol. 7, no. 1, pp. 302-314, March 2020.
[arXiv][online]
@article{TM-GB-DSB-FP:20b,
title = {Stability Conditions for Cluster Synchronization in Networks of Heterogeneous {K}uramoto Oscillators},
author = {Menara, Tommaso and Baggio, Giacomo and Bassett, Danielle S and Pasqualetti, Fabio},
journal = {IEEE Transactions on Control of Network Systems},
volume = {7},
number = {1},
pages = {302-314},
year = {2020}
}
G. Baggio,
V. Katewa, and
F. Pasqualetti
“Data-driven Minimum-Energy Controls for Linear Systems” IEEE Control Systems Letters, vol. 3, no. 3, pp. 589-594, July 2019.
[arXiv][online][corr.]
@article{GB-VK-FP:19,
title = {Data-driven Minimum-Energy Controls for Linear Systems},
author = {Baggio, Giacomo and Katewa, Vaibhav and Pasqualetti, Fabio},
journal = {IEEE Control Systems Letters},
volume = {3},
number = {3},
pages = {589-594},
year = {2019}
}
G. Baggio,
A. Ferrante, and
R. Sepulchre
“Conal Distances Between Rational Spectral Densities” IEEE Transactions on Automatic Control, vol. 64, no. 5, pp. 1848-1857, May 2019.
[arXiv][online][code]
@article{GB-AF-RS:19,
title = {Conal Distances Between Rational Spectral Densities},
author = {Baggio, Giacomo and Ferrante, Augusto and Sepulchre, Rodolphe},
journal = {IEEE Transactions on Automatic Control},
volume = {64},
number = {5},
pages = {1848-1857},
year = {2019}
}
B. Zhu and
G. Baggio
“On the Existence of a Solution to a Spectral Estimation Problem à la Byrnes–Georgiou–Lindquist” IEEE Transactions on Automatic Control, vol. 64, no. 2, pp. 820-825, Feb. 2019.
[arXiv][online]
@article{BZ-GB:19,
title = {On the Existence of a Solution to a Spectral Estimation Problem {\'a} la {B}yrnes-{G}eorgiou-{L}indquist},
author = {Zhu, Bin and Baggio, Giacomo},
journal = {IEEE Transactions on Automatic Control},
volume = {64},
number = {2},
pages = {820-825},
year = {2019}
}
G. Baggio and
A. Ferrante
“Parametrization of Minimal Spectral Factors of Discrete-Time Rational Spectral Densities” IEEE Transactions on Automatic Control, vol. 64, no. 1, pp. 396-403, Jan. 2019.
[arXiv][online]
@article{GB-AF:19,
title = {Parametrization of Minimal Spectral Factors of Discrete-Time Rational Spectral Densities},
author = {Baggio, Giacomo and Ferrante, Augusto},
journal = {IEEE Transactions on Automatic Control},
volume = {64},
number = {1},
pages = {396-403},
year = {2019}
}
G. Baggio
“Further Results on the Convergence of the Pavon–Ferrante Algorithm for Spectral Estimation” IEEE Transactions on Automatic Control, vol. 63, no. 10, pp. 3510-3515, Oct. 2018.
[arXiv][online]
@article{GB:18,
title = {Further Results on the Convergence of the {P}avon-{F}errante Algorithm for Spectral Estimation},
author = {Baggio, Giacomo},
journal = {IEEE Transactions on Automatic Control},
volume = {63},
number = {10},
pages = {3510-3515},
year = {2018}
}
N. Bof,
G. Baggio, and
S. Zampieri
“On the Role of Network Centrality in the Controllability of Complex Networks” IEEE Transactions on Control of Network Systems, vol. 4, no. 3, pp. 643-653, Sept. 2017.
[arXiv][online]
@article{NB-GB-SZ:17,
title = {On the Role of Network Centrality in the Controllability of Complex Networks},
author = {Bof, Nicoletta and Baggio, Giacomo and Zampieri, Sandro},
journal = {IEEE Transactions on Control of Network Systems},
volume = {4},
number = {3},
pages = {643-653},
year = {2017}
}
G. Baggio and
A. Ferrante
“On Minimal Spectral Factors with Zeroes and Poles lying on Prescribed Regions” IEEE Transactions on Automatic Control, vol. 61, no. 8, pp. 2251-2255, Aug. 2016.
[arXiv][online]
@article{GB-AF:16b,
title = {On Minimal Spectral Factors with Zeroes and Poles lying on Prescribed Regions},
author = {Baggio, Giacomo and Ferrante, Augusto},
journal = {IEEE Transactions on Automatic Control},
volume = {61},
number = {8},
pages = {2251-2255},
year = {2016}
}
G. Baggio and
A. Ferrante
“On the Factorization of Rational Discrete-Time Spectral Densities” IEEE Transactions on Automatic Control, vol. 61, no. 4, pp. 969-981, April 2016.
[arXiv][online]
@article{GB-AF:16a,
title = {On the Factorization of Rational Discrete-Time Spectral Densities},
author = {Baggio, Giacomo and Ferrante, Augusto},
journal = {IEEE Transactions on Automatic Control},
volume = {61},
number = {4},
pages = {969-981},
year = {2016}
}
Conference Papers
U. Casti, G. Baggio, S. Zampieri, and F. Pasqualetti
“Controllable Neural Architectures for Multi-Task Control”, 2024.
S. Betteti, G. Baggio, and S. Zampieri
“On the Capacity of Continuous-Time Hopfield models” IEEE Conference on Decision and Control (CDC), Milan, 2024. To appear.
M. Peruzzo, G. Baggio, and F. Ticozzi
“Exploring the Impact of Memory on Network Controllability”
European Control Conference, 2024.
[online]
@inproceedings{MP-GB-FT:24,
title = {Exploring the Impact of Memory on Network Controllability},
author = {Peruzzo, Marco and Baggio, Giacomo and Ticozzi, Francesco},
booktitle = {2024 European Control Conference (ECC)},
pages = {3404-3409},
year = {2024}
}
U. Casti, G. Baggio, D. Benozzo, S. Zampieri, A. Bertoldo, and A. Chiuso
“Dynamic Brain Networks with Prescribed Functional Connectivity” IEEE Conference on Decision and Control (CDC), Marina Bay Sands, Singapore, 2023.
[arXiv][online]
@inproceedings{UC-GB-DB-SZ-AB-AC:23,
title = {Dynamic Brain Networks with Prescribed Functional Connectivity},
author = {Casti, Umberto and Baggio, Giacomo and Benozzo, Danilo and Zampieri, Sandro and Bertoldo, Alessandra and Chiuso, Alessandro},
booktitle = {2023 IEEE 61th Conference on Decision and Control (CDC)},
pages = {709-714},
year = {2023}
}
F. Celi, G. Baggio, and
F. Pasqualetti
“Data-driven Eigenstructure Assignment for Sparse Feedback Design” IEEE Conference on Decision and Control (CDC), Marina Bay Sands, Singapore, 2023.
[arXiv][online]
@inproceedings{FC-GB-FP:23,
title = {Data-Driven Eigenstructure Assignment for Sparse Feedback Design},
author = {Celi, Federico and Baggio, Giacomo and Pasqualetti, Fabio},
booktitle = {2023 IEEE 61th Conference on Decision and Control (CDC)},
pages = {618-623},
year = {2023}
}
D. Benozzo, G. Baron, G. Baggio, A. Gozzi, M. Corbetta, A. Chiuso, S. Zampieri, and A. Bertoldo
“Single Region Contribution to the Brain Dynamic (In)stability” Eighth National Congress of Bioengineering (GNB2023), Padova, 2023. [online]
@inproceedings{DB-et-al:23,
title = {Single Region Contribution to the Brain Dynamic (In)stability},
author = {Benozzo, Danilo and Baron, Giorgia and Baggio, Giacomo and Gozzi, Alessandro and Corbetta, Maurizio and Chiuso, Alessandro and Zampieri, Sandro and Bertoldo, Alessandra},
booktitle = {Proceedings of the Eighth National Congress of Bioengineering (GNB2023)},
year = {2023}
}
F. Celi, G. Baggio, and
F. Pasqualetti
“Closed-Form Estimates of the LQR Gain from Finite Data” IEEE Conference on Decision and Control (CDC), Cancún, Mexico, 2022. [online]
@inproceedings{FC-GB-FP:22,
title = {Closed-Form Estimates of the LQR Gain from Finite Data},
author = {Celi, Federico and Baggio, Giacomo and Pasqualetti, Fabio},
booktitle = {2022 IEEE 61th Conference on Decision and Control (CDC)},
pages = {4016-4021},
year = {2022}
}
G. Baggio and
S. Zampieri
“Reachable Volume of Large-Scale Linear Network Systems: The Single-Input Case” IEEE Conference on Decision and Control (CDC), Cancún, Mexico, 2022. [online]
@inproceedings{GB-SZ:22,
title = {Reachable Volume of Large-Scale Linear Network Systems: The Single-Input Case},
author = {Baggio, Giacomo and Zampieri, Sandro},
booktitle = {2022 IEEE 61th Conference on Decision and Control (CDC)},
pages = {4224-4229},
year = {2022}
}
G. Baggio,
A. Carè, and
G. Pillonetto
“Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements” IEEE Conference on Decision and Control (CDC), Cancún, Mexico, 2022. [online][code]
@inproceedings{GB-AC-GP:22,
title = {Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements},
author = {Baggio, Giacomo and Carè, Algo and Pillonetto, Gianluigi},
booktitle = {2022 IEEE 61th Conference on Decision and Control (CDC)},
pages = {2789-2794},
year = {2022}
}
G. Baggio and
S. Zampieri
“Worst-Case Control Energy of Single-Input Network Systems” IFAC Conference on Networked Systems (NecSys), Zürich, 2022.
[online]
@inproceedings{GB-SZ:22a,
title = {Worst-Case Control Energy of Single-Input Network Systems},
author = {Baggio, Giacomo and Zampieri, Sandro},
journal = {IFAC-PapersOnLine},
volume = {55},
number = {13},
pages = {55-60},
year = {2022}
}
F. Celi, G. Baggio, and
F. Pasqualetti
“Distributed Learning of Optimal Controls for Linear Systems” IEEE Conference on Decision and Control (CDC), Austin, TX, USA, 2021.
[online]
@inproceedings{FC-GB-FP:21,
title = {Distributed Learning of Optimal Controls for Linear Systems},
author = {Celi, Federico and Baggio, Giacomo and Pasqualetti, Fabio},
booktitle = {2021 IEEE 60th Conference on Decision and Control (CDC)},
pages = {5764-5769},
year = {2021}
}
G. Baggio and
F. Pasqualetti
“Learning Minimum-Energy Controls from Heterogeneous Data” American Control Conference (ACC), Denver, CO, USA, 2020.
[arXiv][online]
@inproceedings{GB-FP:20,
title = {Learning Minimum-Energy Controls from Heterogeneous Data},
author = {Baggio, Giacomo and Pasqualetti, Fabio},
booktitle = {2020 American Control Conference (ACC)},
pages = {3991-3996},
year = {2020}
}
T. Menara,
G. Baggio,
D. S. Bassett, and
F. Pasqualetti
“A Framework to Control Functional Connectivity in the Human Brain” IEEE Conference on Decision and Control (CDC), Nice, France, 2019.
[arXiv][online]
@inproceedings{TM-GB-DSB-FP:19b,
title = {A Framework to Control Functional Connectivity in the Human Brain},
author = {Menara, Tommaso and Baggio, Giacomo and Bassett, Danielle S and Pasqualetti, Fabio},
booktitle = {2019 IEEE 58th Conference on Decision and Control (CDC)},
pages = {4697-4704},
year = {2019}
}
G. Baggio,
S. Zampieri, and
C. W. Scherer
“Gramian Optimization with Input-Power Constraints” IEEE Conference on Decision and Control (CDC), Nice, France, 2019.
[online]
@inproceedings{GB-SZ-CWS:19,
title = {Gramian Optimization with Input-Power Constraints},
author = {Baggio, Giacomo and Zampieri, Sandro and Scherer, Carsten W},
booktitle = {2019 IEEE 58th Conference on Decision and Control (CDC)},
pages = {5686-5691},
year = {2019}
}
F. Ticozzi,
G. Baggio, and
L. Viola
“Quantum Information Encoding from Stabilizing Dynamics” IEEE Conference on Decision and Control (CDC), Nice, France, 2019.
[online]
@inproceedings{FT-GB-LV:19,
title = {Quantum Information Encoding from Stabilizing Dynamics},
author = {Ticozzi, Francesco and Baggio, Giacomo and Viola, Lorenza},
booktitle = {2019 IEEE 58th Conference on Decision and Control (CDC)},
pages = {413-418},
year = {2019}
}
G. Baggio,
V. Katewa,
F. Pasqualetti, and
S. Zampieri
“The Shannon Capacity of Linear Dynamical Networks” European Control Conference (ECC), Naples, Italy, 2019.
[online]
@inproceedings{GB-VK-FP-SZ:19,
title = {The {S}hannon Capacity of Linear Dynamical Networks},
author = {Baggio, Giacomo and Katewa, Vaibhav and Pasqualetti, Fabio and Zampieri, Sandro},
booktitle = {2019 European Control Conference (ECC)},
pages = {602-607},
year = {2019}
}
T. Menara,
G. Baggio,
D. S. Bassett, and
F. Pasqualetti
“Exact and Approximate Stability Conditions for Cluster Synchronization of Kuramoto Oscillators” American Control Conference (ACC), Philadelphia, PA, USA, 2019.
[online]
@inproceedings{TM-GB-DSB-FP:19a,
title = {Exact and Approximate Stability Conditions for Cluster Synchronization of {K}uramoto Oscillators},
author = {Menara, Tommaso and Baggio, Giacomo and Bassett, Danielle S and Pasqualetti, Fabio},
booktitle = {2019 American Control Conference (ACC)},
pages = {205-210},
year = {2019}
}
G. Baggio,
V. Rutten,
G. Hennequin, and
S. Zampieri
“Information Transmission in Dynamical Networks: The Normal Network Case” IEEE Conference on Decision and Control (CDC), Miami, FL, USA, 2018.
[online]
@inproceedings{GB-VR-GH-SZ:18,
title = {Information Transmission in Dynamical Networks: The Normal Network Case},
author = {Baggio, Giacomo and Rutten, Virginia and Hennequin, Guillaume and Zampieri, Sandro},
booktitle = {2018 IEEE 58th Conference on Decision and Control (CDC)},
pages = {2543-2548},
year = {2018}
}
G. Baggio and
S. Zampieri
“On the Relation between Non-Normality and Diameter in Linear Dynamical Networks” European Control Conference (ECC), Limassol, Cyprus, 2018.[online][full]
@inproceedings{GB-SZ:18,
title = {On the Relation between Non-normality and Diameter in Linear Dynamical Networks},
author = {Baggio, Giacomo and Zampieri, Sandro},
booktitle = {2018 European Control Conference (ECC)},
pages = {1839-1844},
year = {2018}
}
G. Michieletto,
S. Milani,
A. Cenedese, and
G. Baggio “Improving Consensus-based Distributed Camera Calibration via Edge Pruning and Graph Traversal Initialization” IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, 2018. [online]
@inproceedings{GM-SM-AC-GB:18,
title = {Improving Consensus-based Distributed Camera Calibration via Edge Pruning and Graph Traversal Initialization},
author = {Michieletto, Giulia and Milani, Simone and Cenedese, Angelo and Baggio, Giacomo},
booktitle = {2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
pages = {3166-3170},
year = {2018}
}
G. Baggio and
R. Sepulchre
“LTI Stochastic Processes: a Behavioral Perspective” Proceedings of 20th IFAC World Congress, Toulouse, France, 2017.
[arXiv][online]
@article{GB-RS:17,
title = {{LTI} Stochastic Processes: a Behavioral Perspective},
author = {Baggio, Giacomo and Sepulchre, Rodolphe},
journal = {IFAC-PapersOnLine},
volume = {50},
number = {1},
pages = {2806-2811},
year = {2017}
}
G. Baggio
“On the Convergence of a Matricial Fixed-Point Iteration Connected with Spectral Estimation” Proceedings of 20th IFAC World Congress, Toulouse, France, 2017.[online]
@article{GB:17,
title = {On the Convergence of a Matricial Fixed-Point Iteration Connected with Spectral Estimation},
author = {Baggio, Giacomo},
journal = {IFAC-PapersOnLine},
volume = {50},
number = {1},
pages = {7415-7420},
year = {2017}
}
G. Baggio,
F. Ticozzi, and
L. Viola
“Quantum State Preparation by Controlled Dissipation in Finite Time: From Classical to Quantum Controllers” IEEE Conference on Decision and Control (CDC), Maui, HI, USA, 2012.
[arXiv][online]
@inproceedings{FT-GB-LV:12,
title = {Quantum State Preparation by Controlled Dissipation in Finite Time: From Classical to Quantum Controllers},
author = {Baggio, Giacomo and Ticozzi, Francesco and Viola, Lorenza},
booktitle = {2012 IEEE 51st Conference on Decision and Control (CDC)},
pages = {1072-1077},
year = {2012}
}
Posters & Extended Abstracts
G. Baggio and M. Fabris
“How Complex is a Complex Dynamical Network?” NetSci 2020, Rome, Italy, 17-25 September 2020 (online).
G. Baggio and S. Zampieri
“Network Non-Normality Benefits Communication in Noisy Environments” NetSci 2020, Rome, Italy, 17-25 September 2020 (online).
G. Baggio and F. Pasqualetti “Data-driven Optimal Control of Complex Networks” ACC Workshop - Analysis and Control of Complex Networks: State of the Art and Research Directions, Philadelphia, PA, USA, 9 July 2019. [Poster]
G. Baggio and R. Sepulchre “Stochastic Processes: a Behavioral Perspective” Workshop - Biological Control Across Scales, Cambridge, UK, 27-28 June 2016. [Poster]