Giovanni Fantuzzi

According to our database, Giovanni Fantuzzi authored at least 19 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Auxiliary Functions as Koopman Observables: Data-Driven Analysis of Dynamical Systems via Polynomial Optimization.

Jason J. Bramburger, Giovanni Fantuzzi

J. Nonlinear Sci., February, 2024

Global Minimization of Polynomial Integral Functionals.

Giovanni Fantuzzi, Federico Fuentes

SIAM J. Sci. Comput., 2024

Clustering in pure-attention hardmax transformers and its role in sentiment analysis.

Albert Alcalde, Giovanni Fantuzzi, Enrique Zuazua

CoRR, 2024

2023

Sum-of-squares chordal decomposition of polynomial matrix inequalities.

Yang Zheng, Giovanni Fantuzzi

Math. Program., January, 2023

Convex Relaxations of Integral Variational Problems: Pointwise Dual Relaxation and Sum-of-Squares Optimization.

Alexander Chernyavsky, Jason J. Bramburger, Giovanni Fantuzzi, David Goluskin

SIAM J. Optim., 2023

Finite element approximation of the Hardy constant.

Francesco Della Pietra, Giovanni Fantuzzi, Liviu I. Ignat, Alba Lia Masiello, Gloria Paoli, Enrique Zuazua

CoRR, 2023

Auxiliary Functions as Koopman Observables: Data-Driven Polynomial Optimization for Dynamical Systems.

Jason J. Bramburger, Giovanni Fantuzzi

CoRR, 2023

Uncertainty propagation for nonlinear dynamics: A polynomial optimization approach.

Francesca Covella, Giovanni Fantuzzi

Proceedings of the American Control Conference, 2023

2021

Chordal and factor-width decompositions for scalable semidefinite and polynomial optimization.

Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou

Annu. Rev. Control., 2021

2020

Finding Extremal Periodic Orbits with Polynomial Optimization, with Application to a Nine-Mode Model of Shear Flow.

Mayur V. Lakshmi, Giovanni Fantuzzi, Jesús D. Fernández-Caballero, Yongyun Hwang, Sergei Ivanovich Chernyshenko

SIAM J. Appl. Dyn. Syst., 2020

Bounding Extreme Events in Nonlinear Dynamics Using Convex Optimization.

Giovanni Fantuzzi, David Goluskin

SIAM J. Appl. Dyn. Syst., 2020

Chordal decomposition in operator-splitting methods for sparse semidefinite programs.

Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou, Paul Goulart, Andrew Wynn

Math. Program., 2020

2019

Fast ADMM for Sum-of-Squares Programs Using Partial Orthogonality.

Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou

IEEE Trans. Autom. Control., 2019

Sparse sum-of-squares (SOS) optimization: A bridge between DSOS/SDSOS and SOS optimization for sparse polynomials.

Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou

Proceedings of the 2019 American Control Conference, 2019

2018

Decomposition and Completion of Sum-of-Squares Matrices.

Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Optimization With Affine Homogeneous Quadratic Integral Inequality Constraints.

Giovanni Fantuzzi, Andrew Wynn, Paul J. Goulart, Antonis Papachristodoulou

IEEE Trans. Autom. Control., 2017

Fast ADMM for semidefinite programs with chordal sparsity.

Yang Zheng, Giovanni Fantuzzi, Antonis Papachristodoulou, Paul Goulart, Andrew Wynn

Proceedings of the 2017 American Control Conference, 2017

2016

Bounds for Deterministic and Stochastic Dynamical Systems using Sum-of-Squares Optimization.

Giovanni Fantuzzi, David Goluskin, Deqing Huang, Sergei I. Chernyshenko

SIAM J. Appl. Dyn. Syst., 2016

Semidefinite relaxation of a class of quadratic integral inequalities.

Giovanni Fantuzzi, Andrew Wynn

Proceedings of the 55th IEEE Conference on Decision and Control, 2016