Orlando Romero

According to our database, Orlando Romero authored at least 14 papers between 2018 and 2022.

Collaborative distances:

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

2022

Analysis of a generalised expectation-maximisation algorithm for Gaussian mixture models: a control systems perspective.

Sarthak Chatterjee, Orlando Romero, Sérgio Pequito

Int. J. Control, 2022

ODE Discretization Schemes as Optimization Algorithms.

Orlando Romero, Mouhacine Benosman, 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.

Orlando Romero, Mouhacine Benosman

Int. J. Control, 2021

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

Orlando Romero, Sérgio Pequito

IEEE Control. Syst. Lett., 2021

2020

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

Mouhacine Benosman, Orlando Romero, Anoop Cherian

CoRR, 2020

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

Orlando Romero, Subhro Das, Pin-Yu Chen, Sérgio Pequito

CoRR, 2020

Finite-Time Convergence in Continuous-Time Optimization.

Orlando Romero, Mouhacine Benosman

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.

Orlando Romero, Sarthak Chatterjee, Sérgio Pequito

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.

Orlando Romero, Mouhacine Benosman

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.

Sarthak Chatterjee, Orlando Romero, Sérgio Pequito

IEEE Control. Syst. Lett., 2019

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

Orlando Romero, Mouhacine Benosman

CoRR, 2019

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

Sarthak Chatterjee, Orlando Romero, Sérgio Pequito

CoRR, 2019

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

Orlando Romero, Sarthak Chatterjee, Sérgio Pequito

Proceedings of the 2019 American Control Conference, 2019

2018

Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs.

Orlando Romero, Sérgio Pequito

IEEE Control. Syst. Lett., 2018