Giacomo Baggio

56 papers C 2Misc 1Journal 36Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Dynamical Theory of Sequential Retrieval in Input-Driven Hopfield Networks.
CoRR
Simone Betteti, Giacomo Baggio, Sandro Zampieri
2025 J jnl
Context-Selective State Space Models: Feedback is All You Need.
CoRR
Riccardo Zattra, Giacomo Baggio, Umberto Casti, Augusto Ferrante, Francesco Ticozzi
2025 — conf
Controllable Neural Architectures for Multi-Task Control.
ECC
Umberto Casti, Giacomo Baggio, Sandro Zampieri, Fabio Pasqualetti
2025 J jnl
Controllable Neural Architectures for Multi-Task Control.
CoRR
Umberto Casti, Giacomo Baggio, Sandro Zampieri, Fabio Pasqualetti
2025 — conf
Finding Conditions for Target Controllability under Christmas Trees.
CDC
Marco Peruzzo, Giacomo Baggio, Francesco Ticozzi
2025 J jnl
Finding Conditions for Target Controllability under Christmas Trees.
CoRR
Marco Peruzzo, Giacomo Baggio, Francesco Ticozzi
2025 J jnl
Firing Rate Models as Associative Memory: Synaptic Design for Robust Retrieval.
Neural Comput.
Simone Betteti, Giacomo Baggio, Francesco Bullo, Sandro Zampieri
2025 J jnl
How Complex is a Complex Network? Insights From Linear Systems Theory.
IEEE Control. Syst. Lett.
Giacomo Baggio, Marco Fabris
2025 J jnl
How Complex is a Complex Network? Insights from Linear Systems Theory.
CoRR
Giacomo Baggio, Marco Fabris
2025 J jnl
Obtaining Structural Network Controllability with Higher-Order Local Dynamics.
CoRR
Marco Peruzzo, Giacomo Baggio, Francesco Ticozzi
2024 J jnl
Controllability of Large-Scale Networks: The Control Energy Exponents.
IEEE Trans. Control. Netw. Syst.
Giacomo Baggio, Sandro Zampieri
2024 — conf
Exploring the Impact of Memory on Network Controllability.
ECC
Marco Peruzzo, Giacomo Baggio, Francesco Ticozzi
2024 J jnl
Firing Rate Models as Associative Memory: Excitatory-Inhibitory Balance for Robust Retrieval.
CoRR
Simone Betteti, Giacomo Baggio, Francesco Bullo, Sandro Zampieri
2024 J jnl
Input-Driven Dynamics for Robust Memory Retrieval in Hopfield Networks.
CoRR
Simone Betteti, Giacomo Baggio, Francesco Bullo, Sandro Zampieri
2024 — conf
On the capacity of continuous-time Hopfield models.
CDC
Simone Betteti, Giacomo Baggio, Sandro Zampieri
2024 J jnl
The Bayesian Separation Principle for Data-driven Control.
CoRR
Riccardo Alessandro Grimaldi, Giacomo Baggio, Ruggero Carli, Gianluigi Pillonetto
2023 J jnl
Closed-form and robust expressions for data-driven LQ control.
Annu. Rev. Control.
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
2023 — conf
Data-Driven Eigenstructure Assignment for Sparse Feedback Design.
CDC
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
2023 J jnl
Data-driven Eigenstructure Assignment for Sparse Feedback Design.
CoRR
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
2023 — conf
Dynamic Brain Networks with Prescribed Functional Connectivity.
CDC
Umberto Casti, Giacomo Baggio, Danilo Benozzo, Sandro Zampieri, Alessandra Bertoldo, Alessandro Chiuso
2023 J jnl
Dynamic Brain Networks with Prescribed Functional Connectivity.
CoRR
Umberto Casti, Giacomo Baggio, Danilo Benozzo, Sandro Zampieri, Alessandra Bertoldo, Alessandro Chiuso
2022 J jnl
Bayesian frequentist bounds for machine learning and system identification.
Autom.
Giacomo Baggio, Algo Carè, Anna Scampicchio, Gianluigi Pillonetto
2022 — conf
Closed-form Estimates of the LQR Gain From Finite Data.
CDC
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
2022 J jnl
Energy-Aware Controllability of Complex Networks.
Annu. Rev. Control. Robotics Auton. Syst.
Giacomo Baggio, Fabio Pasqualetti, Sandro Zampieri
2022 — conf
Finite-Sample Guarantees for State-Space System Identification Under Full State Measurements.
CDC
Giacomo Baggio, Algo Carè, Gianluigi Pillonetto
2022 — conf
Reachable Volume of Large-Scale Linear Network Systems: The Single-Input Case.
CDC
Giacomo Baggio, Sandro Zampieri
2021 J jnl
Dissipative encoding of quantum information.
Quantum Inf. Comput.
Giacomo Baggio, Francesco Ticozzi, Peter D. Johnson, Lorenza Viola
2021 — conf
Distributed Learning of Optimal Controls for Linear Systems.
CDC
Federico Celi, Giacomo Baggio, Fabio Pasqualetti
2021 J jnl
Non-normality Improves Information Transmission Performance of Network Systems.
IEEE Trans. Control. Netw. Syst.
Giacomo Baggio, Sandro Zampieri
2020 J jnl
Conditions for Feedback Linearization of Network Systems.
IEEE Control. Syst. Lett.
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
2020 J jnl
Data-Driven Control of Complex Networks.
CoRR
Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
2020 C conf
Learning Minimum-Energy Controls from Heterogeneous Data.
ACC
Giacomo Baggio, Fabio Pasqualetti
2020 J jnl
Learning Minimum-Energy Controls from Heterogeneous Data.
CoRR
Giacomo Baggio, Fabio Pasqualetti
2020 J jnl
Stability Conditions for Cluster Synchronization in Networks of Heterogeneous Kuramoto Oscillators.
IEEE Trans. Control. Netw. Syst.
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
2019 — conf
A Framework to Control Functional Connectivity in the Human Brain.
CDC
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
2019 J jnl
A Framework to Control Functional Connectivity in the Human Brain.
CoRR
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
2019 J jnl
Conal Distances Between Rational Spectral Densities.
IEEE Trans. Autom. Control.
Giacomo Baggio, Augusto Ferrante, Rodolphe Sepulchre
2019 J jnl
Data-Driven Minimum-Energy Controls for Linear Systems.
IEEE Control. Syst. Lett.
Giacomo Baggio, Vaibhav Katewa, Fabio Pasqualetti
2019 J jnl
Data-driven Learning of Minimum-Energy Controls for Linear Systems.
CoRR
Giacomo Baggio, Vaibhav Katewa, Fabio Pasqualetti
2019 J jnl
Efficient Communication over Complex Dynamical Networks.
CoRR
Giacomo Baggio, Virginia Rutten, Guillaume Hennequin, Sandro Zampieri
2019 C conf
Exact and Approximate Stability Conditions for Cluster Synchronization of Kuramoto Oscillators.
ACC
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
2019 — conf
Gramian Optimization with Input-Power Constraints.
CDC
Giacomo Baggio, Sandro Zampieri, Carsten W. Scherer
2019 J jnl
On the Existence of a Solution to a Spectral Estimation Problem à la Byrnes-Georgiou-Lindquist.
IEEE Trans. Autom. Control.
Bin Zhu, Giacomo Baggio
2019 J jnl
Parametrization of Minimal Spectral Factors of Discrete-Time Rational Spectral Densities.
IEEE Trans. Autom. Control.
Giacomo Baggio, Augusto Ferrante
2019 — conf
Quantum Information Encoding from Stabilizing Dynamics.
CDC
Francesco Ticozzi, Giacomo Baggio, Lorenza Viola
2019 — conf
The Shannon Capacity of Linear Dynamical Networks.
ECC
Giacomo Baggio, Vaibhav Katewa, Fabio Pasqualetti, Sandro Zampieri
2018 J jnl
Further Results on the Convergence of the Pavon-Ferrante Algorithm for Spectral Estimation.
IEEE Trans. Autom. Control.
Giacomo Baggio
2018 Misc conf
Improving Consensus-Based Distributed Camera Calibration Via Edge Pruning and Graph Traversal Initialization.
ICASSP
Giulia Michieletto, Simone Milani, Angelo Cenedese, Giacomo Baggio
2018 — conf
Information Transmission in Dynamical Networks: The Normal Network Case.
CDC
Giacomo Baggio, Virginia Rutten, Guillaume Hennequin, Sandro Zampieri
2018 — conf
On the Relation Between Non-normality and Diameter in Linear Dynamical Networks.
ECC
Giacomo Baggio, Sandro Zampieri
2018 J jnl
Stability Conditions for Cluster Synchronization in Networks of Kuramoto Oscillators.
CoRR
Tommaso Menara, Giacomo Baggio, Danielle S. Bassett, Fabio Pasqualetti
2017 J jnl
LTI Stochastic Processes: a Behavioral Perspective.
CoRR
Giacomo Baggio, Rodolphe Sepulchre
2017 J jnl
On the Role of Network Centrality in the Controllability of Complex Networks.
IEEE Trans. Control. Netw. Syst.
Nicoletta Bof, Giacomo Baggio, Sandro Zampieri
2016 J jnl
On Minimal Spectral Factors With Zeroes and Poles Lying on Prescribed Regions.
IEEE Trans. Autom. Control.
Giacomo Baggio, Augusto Ferrante
2016 J jnl
On the Factorization of Rational Discrete-Time Spectral Densities.
IEEE Trans. Autom. Control.
Giacomo Baggio, Augusto Ferrante
2012 — conf
Quantum state preparation by controlled dissipation in finite time: From classical to quantum controllers.
CDC
Giacomo Baggio, Francesco Ticozzi, Lorenza Viola