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ORCIDOrlando Romero
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2020 – today
- 2022
[j5]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): 2734-2742 (2022)- [c5]Orlando Romero, Mouhacine Benosman, George J. Pappas:
ODE Discretization Schemes as Optimization Algorithms. CDC 2022: 6318-6325 - 2021
- [j4]Orlando Romero, Sérgio Pequito:
Corrigendum for "Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs". IEEE Control. Syst. Lett. 5(4): 1175-1176 (2021) - [j3]Orlando Romero, Mouhacine Benosman:
Time-varying continuous-time optimisation with pre-defined finite-time stability. Int. J. Control 94(12): 3237-3254 (2021) - 2020
- [c4]Orlando Romero, Mouhacine Benosman:
Continuous-Time Optimization of Time-Varying Cost Functions via Finite-Time Stability with Pre-Defined Convergence Time. ACC 2020: 88-93 - [c3]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: 4996-5001 - [c2]Orlando Romero, Mouhacine Benosman:
Finite-Time Convergence in Continuous-Time Optimization. ICML 2020: 8200-8209 - [i7]Orlando Romero, Subhro Das, Pin-Yu Chen, Sérgio Pequito:
A Dynamical Systems Approach for Convergence of the Bayesian EM Algorithm. CoRR abs/2006.12690 (2020) - [i6]Mouhacine Benosman, Orlando Romero, Anoop Cherian:
Optimizing Deep Neural Networks via Discretization of Finite-Time Convergent Flows. CoRR abs/2010.02990 (2020)
2010 – 2019
- 2019
- [j2]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): 691-696 (2019) - [c1]Orlando Romero, Sarthak Chatterjee, Sérgio Pequito:
Convergence of the Expectation-Maximization Algorithm Through Discrete-Time Lyapunov Stability Theory. ACC 2019: 163-168 - [i5]Sarthak Chatterjee, Orlando Romero, Sérgio Pequito:
Analysis of Gradient-Based Expectation-Maximization-Like Algorithms via Integral Quadratic Constraints. CoRR abs/1903.00979 (2019) - [i4]Sarthak Chatterjee, Orlando Romero, Sérgio Pequito:
A Separation Principle for Discrete-Time Fractional-Order Dynamical Systems and its Implications to Closed-loop Neurotechnology. CoRR abs/1903.00981 (2019) - [i3]Orlando Romero, Sarthak Chatterjee, Sérgio Pequito:
Fractional-Order Model Predictive Control for Neurophysiological Cyber-Physical Systems: A Case Study using Transcranial Magnetic Stimulation. CoRR abs/1909.13398 (2019) - [i2]Orlando Romero, Mouhacine Benosman:
Finite-Time Convergence of Continuous-Time Optimization Algorithms via Differential Inclusions. CoRR abs/1912.08342 (2019) - 2018
- [j1]Orlando Romero, Sérgio Pequito:
Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs. IEEE Control. Syst. Lett. 2(4): 821-826 (2018) - [i1]Orlando Romero, Sarthak Chatterjee, Sérgio Pequito:
Convergence of the Expectation-Maximization Algorithm Through Discrete-Time Lyapunov Stability Theory. CoRR abs/1810.02022 (2018)
Coauthor Index
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