Victor M. Preciado

Ricardo C. L. F. Oliveira

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022

Stabilization of Complementarity Systems via Contact-Aware Controllers.

[BibT_eX]

[DOI]

IEEE Trans. Robotics, 2022

Robust Stability Analysis of Linear Parameter-Varying Systems With Markov Jumps.

[BibT_eX]

[DOI]

Alessandro N. Vargas

Cristiano M. Agulhari

IEEE Trans. Autom. Control., 2022

Special Section on Mathematical Modeling, Analysis, and Control of Epidemics.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2022

Adaptive Test Allocation for Outbreak Detection and Tracking in Social Contact Networks.

[BibT_eX]

[DOI]

Pau Batlle

Joan Bruna

Carlos Fernandez-Granda

Leonardo Ferreira Guilhoto

SIAM J. Control. Optim., 2022

Learning Operators with Coupled Attention.

[BibT_eX]

[DOI]

Georgios Kissas

Jacob H. Seidman

Paris Perdikaris

J. Mach. Learn. Res., 2022

Challenges and Future Directions in Pandemic Control.

[BibT_eX]

[DOI]

Teodoro Alamo

Pablo Millán

Daniel Gutiérrez-Reina

Giulia Giordano

IEEE Control. Syst. Lett., 2022

Stable and Transferable Hyper-Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Robust Model Predictive Control with Polytopic Model Uncertainty through System Level Synthesis.

[BibT_eX]

[DOI]

CoRR, 2022

A dynamical approach to efficient eigenvalue estimation in general multiagent networks.

[BibT_eX]

[DOI]

Mikhail Hayhoe

Francisco Barreras

Autom., 2022

Robust Model Predictive Control of Time-Delay Systems through System Level Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

On the Structural Target Controllability of Undirected Networks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

System Level Synthesis-based Robust Model Predictive Control through Convex Inner Approximation.

[BibT_eX]

[DOI]

CoRR, 2021

AutoEKF: Scalable System Identification for COVID-19 Forecasting from Large-Scale GPS Data.

[BibT_eX]

[DOI]

CoRR, 2021

Multitask learning and nonlinear optimal control of the COVID-19 outbreak: A geometric programming approach.

[BibT_eX]

[DOI]

Mikhail Hayhoe

Francisco Barreras

Annu. Rev. Control., 2021

Data-driven methods for present and future pandemics: Monitoring, modelling and managing.

[BibT_eX]

[DOI]

Teodoro Alamo

Daniel Gutiérrez-Reina

Pablo Millán Gata

Giulia Giordano

Annu. Rev. Control., 2021

Learning lyapunov functions for hybrid systems.

[BibT_eX]

[DOI]

Proceedings of the HSCC '21: 24th ACM International Conference on Hybrid Systems: Computation and Control, 2021

Learning Region of Attraction for Nonlinear Systems.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Spread, Then Target, and Advertise in Waves: Optimal Budget Allocation Across Advertising Channels.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2020

SDP-Based Moment Closure for Epidemic Processes on Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2020

Stability of SIS Spreading Processes in Networks With Non-Markovian Transmission and Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2020

Network Design for Controllability Metrics.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2020

Bounds on the Spectral Radius of Digraphs from Subgraph Counts.

[BibT_eX]

[DOI]

SIAM J. Matrix Anal. Appl., 2020

A Control-Theoretic Approach to Analysis and Parameter Selection of Douglas-Rachford Splitting.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2020

Data-Driven Control of the COVID-19 Outbreak via Non-Pharmaceutical Interventions: A Geometric Programming Approach.

[BibT_eX]

[DOI]

Mikhail Hayhoe

Francisco Barreras

CoRR, 2020

Stabilization of Complementarity Systems via Contact-Aware Controllers.

[BibT_eX]

[DOI]

Alp Aydinoglu

Michael Posa

CoRR, 2020

On modeling blockchain-enabled economic networks as stochastic dynamical systems.

[BibT_eX]

[DOI]

Zixuan Zhang

Appl. Netw. Sci., 2020

Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Contact-Aware Controller Design for Complementarity Systems.

[BibT_eX]

[DOI]

Alp Aydinoglu

Michael Posa

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Robust Closed-loop Model Predictive Control via System Level Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Minimal Edge Addition for Network Controllability.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2019

Optimal Containment of Epidemics over Temporal Activity-Driven Networks.

[BibT_eX]

[DOI]

Naoki Masuda

SIAM J. Appl. Math., 2019

Analysis of the susceptible-infected-susceptible epidemic dynamics in networks via the non-backtracking matrix.

[BibT_eX]

[DOI]

Naoki Masuda

CoRR, 2019

Safety Verification of Nonlinear Polynomial System via Occupation Measures.

[BibT_eX]

[DOI]

Shaoru Chen

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Data-driven Stabilization of Nonlinear Systems via Tree-Based Ensemble Learning.

[BibT_eX]

[DOI]

Alp Aydinoglu

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Prediction-Correction Primal-Dual Algorithm for Distributed Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

Resilient Structural Stabilizability of Undirected Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

Variational Inference for Linear Systems with Latent Parameter Space.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

Robust Convergence Analysis of Three-Operator Splitting.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Optimal Resource Allocation for Competitive Spreading Processes on Bilayer Networks.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2018

Prediction-Correction Interior-Point Method for Time-Varying Convex Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2018

Analysis of Optimization Algorithms via Integral Quadratic Constraints: Nonstrongly Convex Problems.

[BibT_eX]

[DOI]

SIAM J. Optim., 2018

Second-order moment-closure for tighter epidemic thresholds.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2018

SPECTRE: Seedless Network Alignment via Spectral Centralities.

[BibT_eX]

[DOI]

CoRR, 2018

A State-Space Modeling Framework for Engineering Blockchain-Enabled Economic Systems.

[BibT_eX]

[DOI]

Zixuan Zhang

CoRR, 2018

State-feedback control of Markov jump linear systems with hidden-Markov mode observation.

[BibT_eX]

[DOI]

Autom., 2018

Digital Behavioral Twins for Safe Connected Cars.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2018

A Chebyshev-Accelerated Primal-Dual Method for Distributed Optimization.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Design of First-Order Optimization Algorithms via Sum-of-Squares Programming.

[BibT_eX]

[DOI]

Manfred Morari

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Distributed Smooth and Strongly Convex Optimization with Inexact Dual Methods.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Identification of State-space Linear Time-varying Systems with Sum-of-norms Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Moment-Based Spectral Analysis of Random Graphs with Given Expected Degrees.

[BibT_eX]

[DOI]

M. Amin Rahimian

IEEE Trans. Netw. Sci. Eng., 2017

Distributed Network Design for Laplacian Eigenvalue Placement.

[BibT_eX]

[DOI]

Michael M. Zavlanos

IEEE Trans. Control. Netw. Syst., 2017

Optimal Design of Switched Networks of Positive Linear Systems via Geometric Programming.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2017

Optimal Resource Allocation for Control of Networked Epidemic Models.

[BibT_eX]

[DOI]

Cameron Nowzari

IEEE Trans. Control. Netw. Syst., 2017

Optimal network design for synchronization of coupled oscillators.

[BibT_eX]

[DOI]

Florian Dörfler

Autom., 2017

Spread, then target, and advertise in waves: Optimal capital allocation across advertising channels.

[BibT_eX]

[DOI]

Proceedings of the 2017 Information Theory and Applications Workshop, 2017

A dynamical systems approach to distributed eigenvector computation.

[BibT_eX]

[DOI]

Spyridon Leonardos

Kostas Daniilidis

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Semidefinite bounds for moment dynamics: Application to epidemics on networks.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Hierarchical data-driven vehicle dispatch and ride-sharing.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Katz centrality of Markovian temporal networks: Analysis and optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

A variational approach to dual methods for constrained convex optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

Blind subspace system identification with Riemannian optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

A dynamical systems perspective to convergence rate analysis of proximal algorithms.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Stability of Spreading Processes over Time-Varying Large-Scale Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2016

Efficient method for computing lower bounds on the p-radius of switched linear systems.

[BibT_eX]

[DOI]

Raphaël M. Jungers

Syst. Control. Lett., 2016

Optimal Containment of Epidemics in Temporal and Adaptive Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Stability of Spreading Processes with General Transmission and Recovery Times.

[BibT_eX]

[DOI]

CoRR, 2016

Protection of Complex Networks against SIR Spreading Processes.

[BibT_eX]

[DOI]

CoRR, 2016

Epidemic Processes over Adaptive State-Dependent Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Stability of Markov regenerative switched linear systems.

[BibT_eX]

[DOI]

Autom., 2016

Approximation of network linear operators using similarity shift filters.

[BibT_eX]

[DOI]

Sérgio Daniel Pequito

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Dynamic analysis of bet-hedging strategies as a protection mechanism against environmental fluctuations.

[BibT_eX]

[DOI]

Masashi Wakaiki

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Efficient containment of exact SIR Markovian processes on networks.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Self-triggered time-varying convex optimization.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Controllability Gramian spectra of random networks.

[BibT_eX]

[DOI]

M. Amin Rahimian

Proceedings of the 2016 American Control Conference, 2016

L2-gain analysis of regenerative switched linear systems with sampled-data state-feedback control.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Optimal design of networks of positive linear systems under stochastic uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Interior point method for dynamic constrained optimization in continuous time.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

2015

Data-Driven Network Resource Allocation for Controlling Spreading Processes.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2015

Detection and Isolation of Failures in Directed Networks of LTI Systems.

[BibT_eX]

[DOI]

Mohammad Amin Rahimian

IEEE Trans. Control. Netw. Syst., 2015

Topology Identification of Directed Dynamical Networks via Power Spectral Analysis.

[BibT_eX]

[DOI]

Shahin Shahrampour

IEEE Trans. Autom. Control., 2015

Bio-Inspired Framework for Allocation of Protection Resources in Cyber-Physical Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Spreading Processes over Networks with Phase-Type Transmission and Recovery Times.

[BibT_eX]

[DOI]

CoRR, 2015

Analysis and Control of Epidemics: A survey of spreading processes on complex networks.

[BibT_eX]

[DOI]

Cameron Nowzari

CoRR, 2015

Distributed Resource Allocation for Epidemic control.

[BibT_eX]

[DOI]

CoRR, 2015

Distributed resource allocation for control of spreading processes.

[BibT_eX]

[DOI]

Proceedings of the 14th European Control Conference, 2015

Distributed leader selection.

[BibT_eX]

[DOI]

Sérgio Pequito

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Cost-optimal switching protection strategy in adaptive networks.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Spreading processes over socio-technical networks with phase-type transmissions.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A general class of spreading processes with non-Markovian dynamics.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Optimal resource allocation for competing epidemics over arbitrary networks.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

Failure detection and isolation in integrator networks.

[BibT_eX]

[DOI]

Mohammad Amin Rahimian

Proceedings of the American Control Conference, 2015

Disease spread over randomly switched large-scale networks.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

State-feedback stabilization of Markov jump linear systems with randomly observed markov states.

[BibT_eX]

[DOI]

Ahmet Cetinkaya

Proceedings of the American Control Conference, 2015

Optimal resource allocation for containing epidemics on time-varying networks.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Optimal Resource Allocation for Network Protection Against Spreading Processes.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2014

Data-Driven Allocation of Vaccines for Controlling Epidemic Outbreaks.

[BibT_eX]

[DOI]

CoRR, 2014

Laplacian Spectral Properties of Graphs from Random Local Samples.

[BibT_eX]

[DOI]

Zhengwei Wu

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Robust topology identification and control of LTI networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Worst-case scenarios for greedy, centrality-based network protection strategies.

[BibT_eX]

[DOI]

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

A convex framework to control spreading processes in directed networks.

[BibT_eX]

[DOI]

David Sun

Proceedings of the 48th Annual Conference on Information Sciences and Systems, 2014

Stability analysis of generalized epidemic models over directed networks.

[BibT_eX]

[DOI]

Cameron Nowzari

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Optimal coinfection control of competitive epidemics in multi-layer networks.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Joint estimation and localization in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

Moment-Based Spectral Analysis of Large-Scale Networks Using Local Structural Information.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2013

Structural Analysis of Laplacian Spectral Properties of Large-Scale Networks.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2013

Traffic Control for Network Protection Against Spreading Processes.

[BibT_eX]

[DOI]

David Sun

CoRR, 2013

Optimal Resource Allocation for Network Protection: A Geometric Programming Approach.

[BibT_eX]

[DOI]

CoRR, 2013

Bio-inspired strategy for control of viral spreading in networks.

[BibT_eX]

[DOI]

Chinwendu Enyioha

Proceedings of the 2nd ACM International Conference on High Confidence Networked Systems (part of CPS Week), 2013

Traffic optimization to control epidemic outbreaks in metapopulation models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Topological analysis of the steady-state mean-square deviation in noisy consensus.

[BibT_eX]

[DOI]

Alex Tozzo

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

A convex framework for optimal investment on disease awareness in social networks.

[BibT_eX]

[DOI]

Faryad Darabi Sahneh

Caterina M. Scoglio

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Detection and isolation of link failures under the agreement protocol.

[BibT_eX]

[DOI]

M. Amin Rahimian

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Optimal vaccine allocation to control epidemic outbreaks in arbitrary networks.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Reconstruction of directed networks from consensus dynamics.

[BibT_eX]

[DOI]

Shahin Shahrampour

Proceedings of the American Control Conference, 2013

2012

Structural Analysis of Viral Spreading Processes in Social and Communication Networks Using Egonets

[BibT_eX]

[DOI]

Moez Draief

CoRR, 2012

2011

Spectral Design of Dynamic Networks via Local Operations

[BibT_eX]

[DOI]

Michael M. Zavlanos

CoRR, 2011

Structural Analysis of Laplacian Spectral Properties in Complex Electric Grids

[BibT_eX]

[DOI]

CoRR, 2011

Analysis of equilibria and strategic interaction in complex networks.

[BibT_eX]

[DOI]

Jaelynn Oh

Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

Spectral control of mobile robot networks.

[BibT_eX]

[DOI]

Michael M. Zavlanos

Proceedings of the American Control Conference, 2011

The role of local topological information in viral information spreading.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Session TA4a: Next generation network science.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Analysis of Viral Spreading in Large-Scale Networks from Local Structural Information

[BibT_eX]

[DOI]

CoRR, 2010

On asymptotic consensus value in directed random networks.

[BibT_eX]

[DOI]

Alireza Tahbaz-Salehi

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

From local measurements to network spectral properties: Beyond degree distributions.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Distributed control of the Laplacian spectral moments of a network.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

Variance analysis of randomized consensus in switching directed networks.

[BibT_eX]

[DOI]

Alireza Tahbaz-Salehi

Proceedings of the American Control Conference, 2010

2009

Low-Order Spectral Analysis of the Kirchhoff Matrix for a Probabilistic Graph With a Prescribed Expected Degree Sequence.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2009

Spectral analysis of virus spreading in random geometric networks.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Moment-based analysis of synchronization in small-world networks of oscillators.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Asymptotic analysis of quadratic error of consensus in large-scale random directed networks.

[BibT_eX]

[DOI]

Alireza Tahbaz-Salehi

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Spectral analysis of dynamically evolving networks with linear preferential attachment.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

Spectral analysis for stochastic models of large-scale complex dynamical networks.

[BibT_eX]

[DOI]

PhD thesis, 2008

2005

Synchronization in Generalized Erd ö s-R é nyi Networks of Nonlinear Oscillators.

[BibT_eX]

[DOI]

J. Álvaro Fernández Muñoz

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Nonlinear Mappings with Cellular Neural Networks.

[BibT_eX]

[DOI]

Miguel A. Jaramillo Morán

Proceedings of the Current Topics in Artificial Intelligence, 2005

2003

Genetic Programming for Automatic Generation of Image Processing Algorithms on the CNN Neuroprocessing Architecture.

[BibT_eX]

[DOI]

Miguel A. Jaramillo Morán

Miguel A. Preciado

Proceedings of the Current Topics in Artificial Intelligence, 2003

2002

Piecewise-Linear Approximation of Any Smooth Output Function on the Cellular Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

Improving Cellular Nonlinear Network Computational Capabilities.

[BibT_eX]

[DOI]

Proceedings of the Advances in Artificial Intelligence, 2002

2001

Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine.

[BibT_eX]

[DOI]

Proceedings of the Bio-inspired Applications of Connectionism, 2001

2000

Differential Motions for Recovering 3D Structure and Motions from an Unstructured Environment.

[BibT_eX]

[DOI]

José Vicente

Domingo Guinea