Orlando Romero

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 17

Top Topics

Evolutionary Multiobjective

Transcranial Magnetic Stimulation

Dynamical Systems

Gaussian Mixture

Top Venues

IEEE Control. Syst. Lett.

Int. J. Control

Publications

Sarthak Chatterjee, Orlando Romero, Sérgio Pequito
Analysis of a generalised expectation-maximisation algorithm for Gaussian mixture models: a control systems perspective. Int. J. Control 95 (10) (2022)
Orlando Romero, Mouhacine Benosman, George J. Pappas
ODE Discretization Schemes as Optimization Algorithms. CDC (2022)
Orlando Romero, Sérgio Pequito
Corrigendum for "Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs". IEEE Control. Syst. Lett. 5 (4) (2021)
Orlando Romero, Mouhacine Benosman
Time-varying continuous-time optimisation with pre-defined finite-time stability. Int. J. Control 94 (12) (2021)
Orlando Romero, Sarthak Chatterjee, Sérgio Pequito
Fractional-Order Model Predictive Control for Neurophysiological Cyber-Physical Systems: A Case Study using Transcranial Magnetic Stimulation. ACC (2020)
Mouhacine Benosman, Orlando Romero, Anoop Cherian
Optimizing Deep Neural Networks via Discretization of Finite-Time Convergent Flows. CoRR (2020)
Orlando Romero, Mouhacine Benosman
Finite-Time Convergence in Continuous-Time Optimization. ICML (2020)
Orlando Romero, Subhro Das, Pin-Yu Chen, Sérgio Pequito
A Dynamical Systems Approach for Convergence of the Bayesian EM Algorithm. CoRR (2020)
Orlando Romero, Mouhacine Benosman
Continuous-Time Optimization of Time-Varying Cost Functions via Finite-Time Stability with Pre-Defined Convergence Time. ACC (2020)
Orlando Romero, Sarthak Chatterjee, Sérgio Pequito
Fractional-Order Model Predictive Control for Neurophysiological Cyber-Physical Systems: A Case Study using Transcranial Magnetic Stimulation. CoRR (2019)
Orlando Romero, Mouhacine Benosman
Finite-Time Convergence of Continuous-Time Optimization Algorithms via Differential Inclusions. CoRR (2019)
Sarthak Chatterjee, Orlando Romero, Sérgio Pequito
A Separation Principle for Discrete-Time Fractional-Order Dynamical Systems and its Implications to Closed-loop Neurotechnology. CoRR (2019)
Orlando Romero, Sarthak Chatterjee, Sérgio Pequito
Convergence of the Expectation-Maximization Algorithm Through Discrete-Time Lyapunov Stability Theory. ACC (2019)
Sarthak Chatterjee, Orlando Romero, Sérgio Pequito
Analysis of Gradient-Based Expectation-Maximization-Like Algorithms via Integral Quadratic Constraints. CoRR (2019)
Sarthak Chatterjee, Orlando Romero, Sérgio Pequito
A Separation Principle for Discrete-Time Fractional-Order Dynamical Systems and Its Implications to Closed-Loop Neurotechnology. IEEE Control. Syst. Lett. 3 (3) (2019)
Orlando Romero, Sarthak Chatterjee, Sérgio Pequito
Convergence of the Expectation-Maximization Algorithm Through Discrete-Time Lyapunov Stability Theory. CoRR (2018)
Orlando Romero, Sérgio Pequito
Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs. IEEE Control. Syst. Lett. 2 (4) (2018)