Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs. - Orlando Romero; Sérgio Pequito (IEEE Control. Syst. Lett., 2018)

Convergence of the Expectation-Maximization Algorithm Through Discrete-Time Lyapunov Stability Theory. - Orlando Romero; Sarthak Chatterjee; Sérgio Pequito (ACC, 2019)

Analysis of Gradient-Based Expectation-Maximization-Like Algorithms via Integral Quadratic Constraints. - Sarthak Chatterjee; Orlando Romero; Sérgio Pequito (CoRR, 2019)

Finite-Time Convergence of Continuous-Time Optimization Algorithms via Differential Inclusions. - Orlando Romero; Mouhacine Benosman (CoRR, 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)

Continuous-Time Optimization of Time-Varying Cost Functions via Finite-Time Stability with Pre-Defined Convergence Time. - Orlando Romero; Mouhacine Benosman (ACC, 2020)

Fractional-Order Model Predictive Control for Neurophysiological Cyber-Physical Systems: A Case Study using Transcranial Magnetic Stimulation. - Orlando Romero; Sarthak Chatterjee; Sérgio Pequito (ACC, 2020)

Finite-Time Convergence in Continuous-Time Optimization. - Orlando Romero; Mouhacine Benosman (ICML, 2020)

A Dynamical Systems Approach for Convergence of the Bayesian EM Algorithm. - Orlando Romero; Subhro Das; Pin-Yu Chen; Sérgio Pequito (CoRR, 2020)

Optimizing Deep Neural Networks via Discretization of Finite-Time Convergent Flows. - Mouhacine Benosman; Orlando Romero; Anoop Cherian (CoRR, 2020)

Corrigendum for "Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs". - Orlando Romero; Sérgio Pequito (IEEE Control. Syst. Lett., 2021)

Time-varying continuous-time optimisation with pre-defined finite-time stability. - Orlando Romero; Mouhacine Benosman (Int. J. Control, 2021)

ODE Discretization Schemes as Optimization Algorithms. - Orlando Romero; Mouhacine Benosman; George J. Pappas (CDC, 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)

From Convexity to Strong Convexity and Beyond: Bridging The Gap In Convergence Rates. - Orlando Romero; Mouhacine Benosman; George J. Pappas (CDC, 2024)

Conformal Risk Minimization with Variance Reduction. - Sima Noorani; Orlando Romero; Nicolò Dal Fabbro; Hamed Hassani; George J. Pappas (CoRR, 2024)