Finite-Time Convergence in Continuous-Time Optimization O Romero, M Benosman 2020 International Conference on Machine Learning (ICML), 2020 | 49 | 2020 |
Fractional-order model predictive control as a framework for electrical neurostimulation in epilepsy S Chatterjee, O Romero, A Ashourvan, S Pequito Journal of neural engineering 17 (6), 066017, 2020 | 18 | 2020 |
Convergence of the Expectation-Maximization Algorithm Through Discrete-Time Lyapunov Stability Theory O Romero, S Chatterjee, S Pequito 2019 American Control Conference (ACC), 163-168, 2019 | 14 | 2019 |
Time-Varying Continuous-Time Optimisation With Pre-Defined Finite-Time Stability O Romero, M Benosman International Journal of Control, 1-18, 2020 | 11 | 2020 |
Actuator Placement for Symmetric Structural Controllability With Heterogeneous Costs O Romero, S Pequito IEEE Control Systems Letters (L-CSS) 2 (4), 821-826, 2018 | 11 | 2018 |
Existence of positive solutions for an approximation of stationary mean-field games N Almayouf, E Bachini, A Chapouto, R Ferreira, D Gomes, D Jordão, ... Involve, a Journal of Mathematics 10 (3), 473-493, 2016 | 10 | 2016 |
A Separation Principle for Discrete-Time Fractional-Order Dynamical Systems and Its Implications to Closed-Loop Neurotechnology S Chatterjee, O Romero, S Pequito IEEE Control Systems Letters (L-CSS) 3 (3), 691-696, 2019 | 9 | 2019 |
Fractional-Order Model Predictive Control for Neurophysiological Cyber-Physical Systems: A Case Study using Transcranial Magnetic Stimulation O Romero, S Chatterjee, S Pequito 2020 American Control Conference (ACC), 2020 | 8 | 2020 |
Finite-Time Convergence of Continuous-Time Optimization Algorithms via Differential Inclusions O Romero, M Benosman 2019 Conference on Neural Information Processing Systems (NeurIPS) - Beyond …, 2019 | 7 | 2019 |
ODE Discretization Schemes as Optimization Algorithms O Romero, M Benosman, GJ Pappas 2022 IEEE 61st Conference on Decision and Control (CDC), 6318-6325, 2022 | 4 | 2022 |
Continuous-Time Optimization of Time-Varying Cost Functions via Finite-Time Stability with Pre-Defined Convergence Time O Romero, M Benosman 2020 American Control Conference (ACC), 2020 | 4 | 2020 |
System for continuous-time optimization with pre-defined finite-time convergence M Benosman, O Romero US Patent 11,513,484, 2022 | 1 | 2022 |
A Dynamical Systems Approach for Convergence of the Bayesian EM Algorithm O Romero, S Das, PY Chen, S Pequito arXiv preprint arXiv:2006.12690, 2020 | 1 | 2020 |
Fractional-order model predictive control for neurophysiological cyber-physical systems S Pequito, O Romero, S Chatterjee US Patent App. 17/228,775, 2021 | | 2021 |
System for Continuous-Time Optimization with Pre-Defined Finite-Time Convergence M Benosman, O Romero US Patent App. 16/665,670, 2021 | | 2021 |
A Fractional-Order MPC Framework for Electrical Neurostimulation in Epilepsy O Romero, S Pequito 2019 Cyber-Physical Systems and Internet-of-Things Week (CPS-IoT) -- 4th …, 2019 | | 2019 |
Analysis of Gradient-Based Expectation-Maximization-Like Algorithms via Integral Quadratic Constraints S Chatterjee, O Romero, S Pequito arXiv preprint arXiv:1903.00979, 2019 | | 2019 |