Orlando Romero

Int. J. Control, 2022

ODE Discretization Schemes as Optimization Algorithms.

[BibT_eX]

[DOI]

George J. Pappas

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Time-varying continuous-time optimisation with pre-defined finite-time stability.

[BibT_eX]

[DOI]

Int. J. Control, 2021

Corrigendum for "Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs".

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2021

2020

Optimizing Deep Neural Networks via Discretization of Finite-Time Convergent Flows.

[BibT_eX]

[DOI]

Anoop Cherian

CoRR, 2020

A Dynamical Systems Approach for Convergence of the Bayesian EM Algorithm.

[BibT_eX]

[DOI]

CoRR, 2020

Finite-Time Convergence in Continuous-Time Optimization.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Fractional-Order Model Predictive Control for Neurophysiological Cyber-Physical Systems: A Case Study using Transcranial Magnetic Stimulation.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

Continuous-Time Optimization of Time-Varying Cost Functions via Finite-Time Stability with Pre-Defined Convergence Time.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

2019

A Separation Principle for Discrete-Time Fractional-Order Dynamical Systems and Its Implications to Closed-Loop Neurotechnology.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2019

Finite-Time Convergence of Continuous-Time Optimization Algorithms via Differential Inclusions.

[BibT_eX]

[DOI]

CoRR, 2019

Analysis of Gradient-Based Expectation-Maximization-Like Algorithms via Integral Quadratic Constraints.

[BibT_eX]

[DOI]

CoRR, 2019

Convergence of the Expectation-Maximization Algorithm Through Discrete-Time Lyapunov Stability Theory.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2018

Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs.

[BibT_eX]

[DOI]