Giacomo Baggio

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 41

Top Topics

Stochastic Process

Spectral Estimation

Complex Networks

Top Venues

IEEE Trans. Autom. Control.

IEEE Trans. Control. Netw. Syst.

Publications

Giacomo Baggio, Sandro Zampieri
Controllability of Large-Scale Networks: The Control Energy Exponents. IEEE Trans. Control. Netw. Syst. 11 (2) (2024)
Marco Peruzzo, Giacomo Baggio, Francesco Ticozzi
Exploring the Impact of Memory on Network Controllability. ECC (2024)
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
Data-driven Eigenstructure Assignment for Sparse Feedback Design. CoRR (2023)
Umberto Casti, Giacomo Baggio, Danilo Benozzo, Sandro Zampieri, Alessandra Bertoldo, Alessandro Chiuso
Dynamic Brain Networks with Prescribed Functional Connectivity. CDC (2023)
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
Closed-form and robust expressions for data-driven LQ control. Annu. Rev. Control. 56 (2023)
Umberto Casti, Giacomo Baggio, Danilo Benozzo, Sandro Zampieri, Alessandra Bertoldo, Alessandro Chiuso
Dynamic Brain Networks with Prescribed Functional Connectivity. CoRR (2023)
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
Data-Driven Eigenstructure Assignment for Sparse Feedback Design. CDC (2023)
Giacomo Baggio, Algo Carè, Anna Scampicchio, Gianluigi Pillonetto
Bayesian frequentist bounds for machine learning and system identification. Autom. 146 (2022)
Giacomo Baggio, Fabio Pasqualetti, Sandro Zampieri
Energy-Aware Controllability of Complex Networks. Annu. Rev. Control. Robotics Auton. Syst. 5 (2022)
Giacomo Baggio, Sandro Zampieri
Reachable Volume of Large-Scale Linear Network Systems: The Single-Input Case. CDC (2022)
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
Closed-form Estimates of the LQR Gain From Finite Data. CDC (2022)
Giacomo Baggio, Algo Carè, Gianluigi Pillonetto
Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements. CDC (2022)
Giacomo Baggio, Francesco Ticozzi, Peter D. Johnson, Lorenza Viola
Dissipative encoding of quantum information. Quantum Inf. Comput. 21 (9&10) (2021)
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
Distributed Learning of Optimal Controls for Linear Systems. CDC (2021)
Giacomo Baggio, Sandro Zampieri
Non-normality Improves Information Transmission Performance of Network Systems. IEEE Trans. Control. Netw. Syst. 8 (4) (2021)
Giacomo Baggio, Fabio Pasqualetti
Learning Minimum-Energy Controls from Heterogeneous Data. ACC (2020)
Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
Data-Driven Control of Complex Networks. CoRR (2020)
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
Stability Conditions for Cluster Synchronization in Networks of Heterogeneous Kuramoto Oscillators. IEEE Trans. Control. Netw. Syst. 7 (1) (2020)
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
Conditions for Feedback Linearization of Network Systems. IEEE Control. Syst. Lett. 4 (3) (2020)
Giacomo Baggio, Fabio Pasqualetti
Learning Minimum-Energy Controls from Heterogeneous Data. CoRR (2020)
Giacomo Baggio, Augusto Ferrante
Parametrization of Minimal Spectral Factors of Discrete-Time Rational Spectral Densities. IEEE Trans. Autom. Control. 64 (1) (2019)
Giacomo Baggio, Vaibhav Katewa, Fabio Pasqualetti
Data-driven Learning of Minimum-Energy Controls for Linear Systems. CoRR (2019)
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
Exact and Approximate Stability Conditions for Cluster Synchronization of Kuramoto Oscillators. ACC (2019)
Bin Zhu, Giacomo Baggio
On the Existence of a Solution to a Spectral Estimation Problem à la Byrnes-Georgiou-Lindquist. IEEE Trans. Autom. Control. 64 (2) (2019)
Giacomo Baggio, Augusto Ferrante, Rodolphe Sepulchre
Conal Distances Between Rational Spectral Densities. IEEE Trans. Autom. Control. 64 (5) (2019)
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
A Framework to Control Functional Connectivity in the Human Brain. CDC (2019)
Francesco Ticozzi, Giacomo Baggio, Lorenza Viola
Quantum Information Encoding from Stabilizing Dynamics. CDC (2019)
Giacomo Baggio, Vaibhav Katewa, Fabio Pasqualetti
Data-Driven Minimum-Energy Controls for Linear Systems. IEEE Control. Syst. Lett. 3 (3) (2019)
Giacomo Baggio, Sandro Zampieri, Carsten W. Scherer
Gramian Optimization with Input-Power Constraints. CDC (2019)
Giacomo Baggio, Virginia Rutten, Guillaume Hennequin, Sandro Zampieri
Efficient Communication over Complex Dynamical Networks. CoRR (2019)
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
A Framework to Control Functional Connectivity in the Human Brain. CoRR (2019)
Giacomo Baggio, Vaibhav Katewa, Fabio Pasqualetti, Sandro Zampieri
The Shannon Capacity of Linear Dynamical Networks. ECC (2019)
Giacomo Baggio, Virginia Rutten, Guillaume Hennequin, Sandro Zampieri
Information Transmission in Dynamical Networks: The Normal Network Case. CDC (2018)
Giulia Michieletto, Simone Milani, Angelo Cenedese, Giacomo Baggio
Improving Consensus-Based Distributed Camera Calibration Via Edge Pruning and Graph Traversal Initialization. ICASSP (2018)
Giacomo Baggio, Sandro Zampieri
On the Relation Between Non-normality and Diameter in Linear Dynamical Networks. ECC (2018)
Giacomo Baggio
Further Results on the Convergence of the Pavon-Ferrante Algorithm for Spectral Estimation. IEEE Trans. Autom. Control. 63 (10) (2018)
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
Stability Conditions for Cluster Synchronization in Networks of Kuramoto Oscillators. CoRR (2018)
Nicoletta Bof, Giacomo Baggio, Sandro Zampieri
On the Role of Network Centrality in the Controllability of Complex Networks. IEEE Trans. Control. Netw. Syst. 4 (3) (2017)
Giacomo Baggio, Rodolphe Sepulchre
LTI Stochastic Processes: a Behavioral Perspective. CoRR (2017)
Giacomo Baggio, Augusto Ferrante
On the Factorization of Rational Discrete-Time Spectral Densities. IEEE Trans. Autom. Control. 61 (4) (2016)
Giacomo Baggio, Augusto Ferrante
On Minimal Spectral Factors With Zeroes and Poles Lying on Prescribed Regions. IEEE Trans. Autom. Control. 61 (8) (2016)
Giacomo Baggio, Francesco Ticozzi, Lorenza Viola
Quantum state preparation by controlled dissipation in finite time: From classical to quantum controllers. CDC (2012)