Universal Approximation of Dynamical Systems by Semi-Autonomous Neural ODEs and Applications
Z. Li, K. Liu, L. Liverani, E. Zuazua (2024)Universal Approximation of Dynamical Systems by Semi-Autonomous Neural ODEs and Applications arXiv:2407.17092 ...
Deep Neural Networks: Multi-Classification and Universal Approximation
M. Hernández, E. Zuazua (2023)Approximate and Weighted Data Reconstruction Attack in Federated Learning arXiv:2409.06555 Abstract. We demonstrate that a ReLU ...
Optimized classification with neural odes via separability
A. Alvarez-Lopez, R. Orive-Illera, E. Zuazua (2024)Optimized classification with neural odes via separability Neural Networks, Vol. 180, 106640, arXiv:2312.13807 Abstract ...
Approximate and Weighted Data Reconstruction Attack in Federated Learning
E. Wang E, Y. Song, E. Zuazua (2023)Approximate and Weighted Data Reconstruction Attack in Federated Learning arXiv:2308.06822 Abstract. Federated Learning ...
Stability and Convergence of a Randomized Model Predictive Control Strategy
Daniël Veldman, Alexandra Borkowski, Enrique Zuazua. Stability and Convergence of a Randomized Model Predictive Control Strategy (2024) IEEE Trans. Automat., Vol ...
Random Batch Method (RBM) and Model Predictive Control (MPC) for Converter-Dominated Power Systems
C. Vázquez. Random Batch Method (RBM) and Model Predictive Control (MPC) for Converter-Dominated Power Systems (2024) Abstract. This paper investigates ...
Interplay between depth and width for interpolation in neural ODEs
A. Alvarez-Lopez, A. Hadj Slimane, E. Zuazua. Interplay between depth and width for interpolation in neural ODEs (2024) M3AS Abstract ...
Exponential convergence to steady-states for trajectories of a damped dynamical system modelling adhesive strings
GM. Coclite, N. De Nitti, F. Maddalena, G. Orlando, E. Zuazua. Exponential convergence to steady-states for trajectories of a damped ...
FedADMM-InSa: An Inexact and Self-Adaptive ADMM for Federated Learning
E. Zuazua. FedADMM-InSa: An Inexact and Self-Adaptive ADMM for Federated Learning (2024) https://doi.org/10.48550/arXiv.2402.13989 Abstract. Federated learning (FL) is a promising ...
Fourier series and sidewise control of 1-d waves
E. Zuazua. Fourier series and sidewise control of 1-d waves (2024) Volume in honor of Yves Meyer, Documents Mathématiques of ...
Controllability properties from the exterior under positivity constraints for a 1-D fractional heat equation
Antil H, Biccari U, Ponce R, Warma M, Zamorano S. Controllability properties from the exterior under positivity constraints for a ...
Uniform Turnpike Property and Singular Limits
M Hernandez-Salinas, E. Zuazua. Uniform Turnpike Property and Singular Limits (2024) Springer Verlag, Vol. 190, No. 3, https://doi.org/10.1007/s10440-024-00640-7 Abstract. Motivados ...
Pointwise constraints for scalar conservation laws with positive wave velocity
N. De Nitti, D. Serre, E. Zuazua. Pointwise constraints for scalar conservation laws with positive wave velocity (2024) Abstract. We ...
