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Victor M. Preciado

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affiliation: University of Pennsylvania, Philadelphia, PA, USA
affiliation (former): Massachusetts Institute of Technology, Cambridge, MA, USA

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Books and Theses

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2008
[b1]
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Victor M. Preciado:
Spectral analysis for stochastic models of large-scale complex dynamical networks. Massachusetts Institute of Technology, Cambridge, MA, USA, 2008

Journal Articles

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2023
[j40]
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Shuo Yang, Shaoru Chen, Victor M. Preciado, Rahul Mangharam:
Differentiable Safe Controller Design Through Control Barrier Functions. IEEE Control. Syst. Lett. 7: 1207-1212 (2023)
2022
[j39]
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Mikhail Hayhoe, Francisco Barreras, Victor M. Preciado:
A dynamical approach to efficient eigenvalue estimation in general multiagent networks. Autom. 140: 110234 (2022)
[j38]
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Teodoro Alamo, Pablo Millán, Daniel Gutiérrez-Reina, Victor M. Preciado, Giulia Giordano:
Challenges and Future Directions in Pandemic Control. IEEE Control. Syst. Lett. 6: 722-727 (2022)
[j37]
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Georgios Kissas, Jacob H. Seidman, Leonardo Ferreira Guilhoto, Victor M. Preciado, George J. Pappas, Paris Perdikaris:
Learning Operators with Coupled Attention. J. Mach. Learn. Res. 23: 215:1-215:63 (2022)
[j36]
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Pau Batlle, Joan Bruna, Carlos Fernandez-Granda, Victor M. Preciado:
Adaptive Test Allocation for Outbreak Detection and Tracking in Social Contact Networks. SIAM J. Control. Optim. 60(2): S274-S293 (2022)
[j35]
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Carolyn L. Beck, Francesco Bullo, Giacomo Como, Kimon Drakopoulos, Dang H. Nguyen, Cameron Nowzari, Victor M. Preciado, Shreyas Sundaram:
Special Section on Mathematical Modeling, Analysis, and Control of Epidemics. SIAM J. Control. Optim. 60(2) (2022)
[j34]
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Alessandro N. Vargas, Cristiano M. Agulhari, Ricardo C. L. F. Oliveira, Victor M. Preciado:
Robust Stability Analysis of Linear Parameter-Varying Systems With Markov Jumps. IEEE Trans. Autom. Control. 67(11): 6234-6239 (2022)
[j33]
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Alp Aydinoglu, Philip Sieg, Victor M. Preciado, Michael Posa:
Stabilization of Complementarity Systems via Contact-Aware Controllers. IEEE Trans. Robotics 38(3): 1735-1754 (2022)
2021
[j32]
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Teodoro Alamo, Daniel Gutiérrez-Reina, Pablo Millán Gata, Victor M. Preciado, Giulia Giordano:
Data-driven methods for present and future pandemics: Monitoring, modelling and managing. Annu. Rev. Control. 52: 448-464 (2021)
[j31]
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Mikhail Hayhoe, Francisco Barreras, Victor M. Preciado:
Multitask learning and nonlinear optimal control of the COVID-19 outbreak: A geometric programming approach. Annu. Rev. Control. 52: 495-507 (2021)
[j30]
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Jingqi Li, Ximing Chen, Sérgio Pequito, George J. Pappas, Victor M. Preciado:
On the Structural Target Controllability of Undirected Networks. IEEE Trans. Autom. Control. 66(10): 4836-4843 (2021)
2020
[j29]
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Zixuan Zhang, Michael Zargham, Victor M. Preciado:
On modeling blockchain-enabled economic networks as stochastic dynamical systems. Appl. Netw. Sci. 5(1): 19 (2020)
[j28]
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Jacob H. Seidman, Mahyar Fazlyab, Victor M. Preciado, George J. Pappas:
A Control-Theoretic Approach to Analysis and Parameter Selection of Douglas-Rachford Splitting. IEEE Control. Syst. Lett. 4(1): 199-204 (2020)
[j27]
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Ximing Chen, Masaki Ogura, Victor M. Preciado:
Bounds on the Spectral Radius of Digraphs from Subgraph Counts. SIAM J. Matrix Anal. Appl. 41(2): 525-553 (2020)
[j26]
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Masaki Ogura, Victor M. Preciado:
Stability of SIS Spreading Processes in Networks With Non-Markovian Transmission and Recovery. IEEE Trans. Control. Netw. Syst. 7(1): 349-359 (2020)
[j25]
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Cassiano O. Becker, Sérgio Pequito, George J. Pappas, Victor M. Preciado:
Network Design for Controllability Metrics. IEEE Trans. Control. Netw. Syst. 7(3): 1404-1415 (2020)
[j24]
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Soheil Eshghi, Victor M. Preciado, Saswati Sarkar, Santosh S. Venkatesh, Qing Zhao, Raissa M. D'Souza, Ananthram Swami:
Spread, Then Target, and Advertise in Waves: Optimal Budget Allocation Across Advertising Channels. IEEE Trans. Netw. Sci. Eng. 7(2): 750-763 (2020)
[j23]
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Ximing Chen, Masaki Ogura, Victor M. Preciado:
SDP-Based Moment Closure for Epidemic Processes on Networks. IEEE Trans. Netw. Sci. Eng. 7(4): 2850-2865 (2020)
2019
[j22]
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Masaki Ogura, Victor M. Preciado, Naoki Masuda:
Optimal Containment of Epidemics over Temporal Activity-Driven Networks. SIAM J. Appl. Math. 79(3): 986-1006 (2019)
[j21]
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Ximing Chen, Sérgio Pequito, George J. Pappas, Victor M. Preciado:
Minimal Edge Addition for Network Controllability. IEEE Trans. Control. Netw. Syst. 6(1): 312-323 (2019)
2018
[j20]
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Masaki Ogura, Ahmet Cetinkaya, Tomohisa Hayakawa, Victor M. Preciado:
State-feedback control of Markov jump linear systems with hidden-Markov mode observation. Autom. 89: 65-72 (2018)
[j19]
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Masaki Ogura, Victor M. Preciado:
Second-order moment-closure for tighter epidemic thresholds. Syst. Control. Lett. 113: 59-64 (2018)
[j18]
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Mahyar Fazlyab, Alejandro Ribeiro, Manfred Morari, Victor M. Preciado:
Analysis of Optimization Algorithms via Integral Quadratic Constraints: Nonstrongly Convex Problems. SIAM J. Optim. 28(3): 2654-2689 (2018)
[j17]
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Mahyar Fazlyab, Santiago Paternain, Victor M. Preciado, Alejandro Ribeiro:
Prediction-Correction Interior-Point Method for Time-Varying Convex Optimization. IEEE Trans. Autom. Control. 63(7): 1973-1986 (2018)
[j16]
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Nicholas J. Watkins, Cameron Nowzari, Victor M. Preciado, George J. Pappas:
Optimal Resource Allocation for Competitive Spreading Processes on Bilayer Networks. IEEE Trans. Control. Netw. Syst. 5(1): 298-307 (2018)
2017
[j15]
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Mahyar Fazlyab, Florian Dörfler, Victor M. Preciado:
Optimal network design for synchronization of coupled oscillators. Autom. 84: 181-189 (2017)
[j14]
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Cameron Nowzari, Victor M. Preciado, George J. Pappas:
Optimal Resource Allocation for Control of Networked Epidemic Models. IEEE Trans. Control. Netw. Syst. 4(2): 159-169 (2017)
[j13]
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Masaki Ogura, Victor M. Preciado:
Optimal Design of Switched Networks of Positive Linear Systems via Geometric Programming. IEEE Trans. Control. Netw. Syst. 4(2): 213-222 (2017)
[j12]
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Victor M. Preciado, Michael M. Zavlanos:
Distributed Network Design for Laplacian Eigenvalue Placement. IEEE Trans. Control. Netw. Syst. 4(3): 598-609 (2017)
[j11]
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Victor M. Preciado, M. Amin Rahimian:
Moment-Based Spectral Analysis of Random Graphs with Given Expected Degrees. IEEE Trans. Netw. Sci. Eng. 4(4): 215-228 (2017)
2016
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Masaki Ogura, Victor M. Preciado:
Stability of Markov regenerative switched linear systems. Autom. 69: 169-175 (2016)
[j9]
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Masaki Ogura, Victor M. Preciado, Raphaël M. Jungers:
Efficient method for computing lower bounds on the p-radius of switched linear systems. Syst. Control. Lett. 94: 159-164 (2016)
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Masaki Ogura, Victor M. Preciado:
Stability of Spreading Processes over Time-Varying Large-Scale Networks. IEEE Trans. Netw. Sci. Eng. 3(1): 44-57 (2016)
2015
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Shahin Shahrampour, Victor M. Preciado:
Topology Identification of Directed Dynamical Networks via Power Spectral Analysis. IEEE Trans. Autom. Control. 60(8): 2260-2265 (2015)
[j6]
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Mohammad Amin Rahimian, Victor M. Preciado:
Detection and Isolation of Failures in Directed Networks of LTI Systems. IEEE Trans. Control. Netw. Syst. 2(2): 183-192 (2015)
[j5]
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Shuo Han, Victor M. Preciado, Cameron Nowzari, George J. Pappas:
Data-Driven Network Resource Allocation for Controlling Spreading Processes. IEEE Trans. Netw. Sci. Eng. 2(4): 127-138 (2015)
2014
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Victor M. Preciado, Michael Zargham, Chinwendu Enyioha, Ali Jadbabaie, George J. Pappas:
Optimal Resource Allocation for Network Protection Against Spreading Processes. IEEE Trans. Control. Netw. Syst. 1(1): 99-108 (2014)
2013
[j3]
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Victor M. Preciado, Ali Jadbabaie, George C. Verghese:
Structural Analysis of Laplacian Spectral Properties of Large-Scale Networks. IEEE Trans. Autom. Control. 58(9): 2338-2343 (2013)
[j2]
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Victor M. Preciado, Ali Jadbabaie:
Moment-Based Spectral Analysis of Large-Scale Networks Using Local Structural Information. IEEE/ACM Trans. Netw. 21(2): 373-382 (2013)
2009
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Victor M. Preciado, George C. Verghese:
Low-Order Spectral Analysis of the Kirchhoff Matrix for a Probabilistic Graph With a Prescribed Expected Degree Sequence. IEEE Trans. Circuits Syst. I Regul. Pap. 56-I(6): 1231-1240 (2009)

Conference and Workshop Papers

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2023
[c81]
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Shaoru Chen, Victor M. Preciado, Mahyar Fazlyab:
One-Shot Reachability Analysis of Neural Network Dynamical Systems. ICRA 2023: 10546-10552
[c80]
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Mikhail Hayhoe, Hans Riess, Michael M. Zavlanos, Victor M. Preciado, Alejandro Ribeiro:
Transferable Hypergraph Neural Networks via Spectral Similarity. LoG 2023: 18
2022
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Shaoru Chen, Ning-Yuan Li, Victor M. Preciado, Nikolai Matni:
Robust Model Predictive Control of Time-Delay Systems through System Level Synthesis. CDC 2022: 6902-6909
2021
[c78]
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Shaoru Chen, Mahyar Fazlyab, Manfred Morari, George J. Pappas, Victor M. Preciado:
Learning Region of Attraction for Nonlinear Systems. CDC 2021: 6477-6484
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Shaoru Chen, Mahyar Fazlyab, Manfred Morari, George J. Pappas, Victor M. Preciado:
Learning Lyapunov Functions for Hybrid Systems. CISS 2021: 1
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Shaoru Chen, Mahyar Fazlyab, Manfred Morari, George J. Pappas, Victor M. Preciado:
Learning lyapunov functions for hybrid systems. HSCC 2021: 13:1-13:11
2020
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Shaoru Chen, Han Wang, Manfred Morari, Victor M. Preciado, Nikolai Matni:
Robust Closed-loop Model Predictive Control via System Level Synthesis. CDC 2020: 2152-2159
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  - conf/icra/AydinogluPP20
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Alp Aydinoglu, Victor M. Preciado, Michael Posa:
Contact-Aware Controller Design for Complementarity Systems. ICRA 2020: 1525-1531
[c73]
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Jacob H. Seidman, Mahyar Fazlyab, Victor M. Preciado, George J. Pappas:
Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees. L4DC 2020: 884-893
2019
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  - conf/allerton/WangFCP19
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Han Wang, Mahyar Fazlyab, Shaoru Chen, Victor M. Preciado:
Robust Convergence Analysis of Three-Operator Splitting. Allerton 2019: 391-398
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Santiago Paternain, Mahyar Fazlyab, Victor M. Preciado, Alejandro Ribeiro:
A Prediction-Correction Primal-Dual Algorithm for Distributed Optimization. ACC 2019: 835-841
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Jingqi Li, Ximing Chen, Sérgio Pequito, George J. Pappas, Victor M. Preciado:
Resilient Structural Stabilizability of Undirected Networks. ACC 2019: 5173-5178
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Cassiano O. Becker, Victor M. Preciado:
Variational Inference for Linear Systems with Latent Parameter Space. ACC 2019: 5662-5667
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Ximing Chen, Shaoru Chen, Victor M. Preciado:
Safety Verification of Nonlinear Polynomial System via Occupation Measures. CDC 2019: 1159-1164
[c67]
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Alp Aydinoglu, Cassiano O. Becker, Victor M. Preciado:
Data-driven Stabilization of Nonlinear Systems via Tree-Based Ensemble Learning. CDC 2019: 2732-2737
2018
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Cassiano O. Becker, Victor M. Preciado:
Identification of State-space Linear Time-varying Systems with Sum-of-norms Regularization. ACC 2018: 2833-2838
[c65]
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Mahyar Fazlyab, Santiago Paternain, Alejandro Ribeiro, Victor M. Preciado:
Distributed Smooth and Strongly Convex Optimization with Inexact Dual Methods. ACC 2018: 3768-3773
[c64]
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Jacob H. Seidman, Mahyar Fazlyab, George J. Pappas, Victor M. Preciado:
A Chebyshev-Accelerated Primal-Dual Method for Distributed Optimization. CDC 2018: 1775-1781
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Mahyar Fazlyab, Manfred Morari, Victor M. Preciado:
Design of First-Order Optimization Algorithms via Sum-of-Squares Programming. CDC 2018: 4445-4452
[c62]
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Jingqi Li, Ximing Chen, Sérgio Pequito, George J. Pappas, Victor M. Preciado:
Structural Target Controllability of Undirected Networks. CDC 2018: 6656-6661
[c61]
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Ximing Chen, Eunsuk Kang, Shinichi Shiraishi, Victor M. Preciado, Zhihao Jiang:
Digital Behavioral Twins for Safe Connected Cars. MoDELS 2018: 144-153
2017
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Mahyar Fazlyab, Alejandro Ribeiro, Manfred Morari, Victor M. Preciado:
A dynamical systems perspective to convergence rate analysis of proximal algorithms. Allerton 2017: 354-360
[c59]
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Cassiano O. Becker, Victor M. Preciado:
Blind subspace system identification with Riemannian optimization. ACC 2017: 1474-1480
[c58]
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Masaki Ogura, Victor M. Preciado:
Katz centrality of Markovian temporal networks: Analysis and optimization. ACC 2017: 5001-5006
[c57]
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Mahyar Fazlyab, Alec Koppel, Victor M. Preciado, Alejandro Ribeiro:
A variational approach to dual methods for constrained convex optimization. ACC 2017: 5269-5275
[c56]
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Spyridon Leonardos, Victor M. Preciado, Kostas Daniilidis:
A dynamical systems approach to distributed eigenvector computation. CDC 2017: 2209-2215
[c55]
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Ximing Chen, Masaki Ogura, Khem Raj Ghusinga, Abhyudai Singh, Victor M. Preciado:
Semidefinite bounds for moment dynamics: Application to epidemics on networks. CDC 2017: 2448-2454
[c54]
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Cassiano O. Becker, Sérgio Pequito, George J. Pappas, Victor M. Preciado:
Network design for controllability metrics. CDC 2017: 4193-4198
[c53]
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Ximing Chen, Fei Miao, George J. Pappas, Victor M. Preciado:
Hierarchical data-driven vehicle dispatch and ride-sharing. CDC 2017: 4458-4463
[c52]
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Soheil Eshghi, Victor M. Preciado, Saswati Sarkar, Santosh S. Venkatesh, Qing Zhao, Raissa M. D'Souza, Ananthram Swami:
Spread, then target, and advertise in waves: Optimal capital allocation across advertising channels. ITA 2017: 1-10
2016
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Masaki Ogura, Masashi Wakaiki, João Pedro Hespanha, Victor M. Preciado:
L2-gain analysis of regenerative switched linear systems with sampled-data state-feedback control. ACC 2016: 709-714
[c50]
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Masaki Ogura, Victor M. Preciado:
Optimal design of networks of positive linear systems under stochastic uncertainty. ACC 2016: 2930-2935
[c49]
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Victor M. Preciado, M. Amin Rahimian:
Controllability Gramian spectra of random networks. ACC 2016: 3874-3879
[c48]
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Mahyar Fazlyab, Santiago Paternain, Victor M. Preciado, Alejandro Ribeiro:
Interior point method for dynamic constrained optimization in continuous time. ACC 2016: 5612-5618
[c47]
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Masaki Ogura, Victor M. Preciado:
Efficient containment of exact SIR Markovian processes on networks. CDC 2016: 967-972
[c46]
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Mahyar Fazlyab, Cameron Nowzari, George J. Pappas, Alejandro Ribeiro, Victor M. Preciado:
Self-triggered time-varying convex optimization. CDC 2016: 3090-3097
[c45]
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Masaki Ogura, Masashi Wakaiki, Victor M. Preciado:
Dynamic analysis of bet-hedging strategies as a protection mechanism against environmental fluctuations. CDC 2016: 4178-4183
[c44]
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Cassiano O. Becker, Sérgio Daniel Pequito, George J. Pappas, Victor M. Preciado:
Approximation of network linear operators using similarity shift filters. GlobalSIP 2016: 420-424
2015
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Cameron Nowzari, Masaki Ogura, Victor M. Preciado, George J. Pappas:
Optimal resource allocation for containing epidemics on time-varying networks. ACSSC 2015: 1333-1337
[c42]
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Mohammad Amin Rahimian, Victor M. Preciado:
Failure detection and isolation in integrator networks. ACC 2015: 677-682
[c41]
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  - conf/amcc/WatkinsNPP15
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Nicholas J. Watkins, Cameron Nowzari, Victor M. Preciado, George J. Pappas:
Optimal resource allocation for competing epidemics over arbitrary networks. ACC 2015: 1381-1386
[c40]
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Masaki Ogura, Ahmet Cetinkaya, Victor M. Preciado:
State-feedback stabilization of Markov jump linear systems with randomly observed markov states. ACC 2015: 1764-1769
[c39]
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Masaki Ogura, Victor M. Preciado:
Disease spread over randomly switched large-scale networks. ACC 2015: 1782-1787
[c38]
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Sérgio Pequito, Victor M. Preciado, George J. Pappas:
Distributed leader selection. CDC 2015: 962-967
[c37]
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Masaki Ogura, Victor M. Preciado:
Spreading processes over socio-technical networks with phase-type transmissions. CDC 2015: 3548-3553
[c36]
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Masaki Ogura, Victor M. Preciado:
Cost-optimal switching protection strategy in adaptive networks. CDC 2015: 3574-3579
[c35]
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Cameron Nowzari, Masaki Ogura, Victor M. Preciado, George J. Pappas:
A general class of spreading processes with non-Markovian dynamics. CDC 2015: 5073-5078
[c34]
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Chinwendu Enyioha, Ali Jadbabaie, Victor M. Preciado, George J. Pappas:
Distributed resource allocation for control of spreading processes. ECC 2015: 2216-2221
2014
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Cameron Nowzari, Victor M. Preciado, George J. Pappas:
Stability analysis of generalized epidemic models over directed networks. CDC 2014: 6197-6202
[c32]
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Ximing Chen, Victor M. Preciado:
Optimal coinfection control of competitive epidemics in multi-layer networks. CDC 2014: 6209-6214
[c31]
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Nikolay Atanasov, Roberto Tron, Victor M. Preciado, George J. Pappas:
Joint estimation and localization in sensor networks. CDC 2014: 6875-6882
[c30]
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Victor M. Preciado, Michael Zargham, David Sun:
A convex framework to control spreading processes in directed networks. CISS 2014: 1-6
[c29]
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Michael Zargham, Victor M. Preciado:
Worst-case scenarios for greedy, centrality-based network protection strategies. CISS 2014: 1-6
[c28]
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Mahyar Fazlyab, Victor M. Preciado:
Robust topology identification and control of LTI networks. GlobalSIP 2014: 918-922
[c27]
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Zhengwei Wu, Victor M. Preciado:
Laplacian Spectral Properties of Graphs from Random Local Samples. SDM 2014: 343-351
2013
[c26]
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Shahin Shahrampour, Victor M. Preciado:
Reconstruction of directed networks from consensus dynamics. ACC 2013: 1685-1690
[c25]
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M. Amin Rahimian, Victor M. Preciado:
Detection and isolation of link failures under the agreement protocol. CDC 2013: 7364-7369
[c24]
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Victor M. Preciado, Michael Zargham, Chinwendu Enyioha, Ali Jadbabaie, George J. Pappas:
Optimal vaccine allocation to control epidemic outbreaks in arbitrary networks. CDC 2013: 7486-7491
[c23]
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Victor M. Preciado, Michael Zargham:
Traffic optimization to control epidemic outbreaks in metapopulation models. GlobalSIP 2013: 847-850
[c22]
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Victor M. Preciado, Faryad Darabi Sahneh, Caterina M. Scoglio:
A convex framework for optimal investment on disease awareness in social networks. GlobalSIP 2013: 851-854
[c21]
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Victor M. Preciado, Alex Tozzo:
Topological analysis of the steady-state mean-square deviation in noisy consensus. GlobalSIP 2013: 929-932
[c20]
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Chinwendu Enyioha, Victor M. Preciado, George J. Pappas:
Bio-inspired strategy for control of viral spreading in networks. HiCoNS 2013: 33-40
2011
[c19]
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Victor M. Preciado, Ali Jadbabaie:
Session TA4a: Next generation network science. ACSCC 2011: 818-820
[c18]
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Victor M. Preciado, Ali Jadbabaie:
The role of local topological information in viral information spreading. ACSCC 2011: 834-836
[c17]
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Michael M. Zavlanos, Victor M. Preciado, Ali Jadbabaie:
Spectral control of mobile robot networks. ACC 2011: 3245-3250
[c16]
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Victor M. Preciado, Jaelynn Oh, Ali Jadbabaie:
Analysis of equilibria and strategic interaction in complex networks. CDC/ECC 2011: 4498-4503
2010
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Victor M. Preciado, Michael M. Zavlanos, Ali Jadbabaie, George J. Pappas:
Distributed control of the Laplacian spectral moments of a network. ACC 2010: 4462-4467
[c14]
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Victor M. Preciado, Alireza Tahbaz-Salehi, Ali Jadbabaie:
Variance analysis of randomized consensus in switching directed networks. ACC 2010: 6330-6335
[c13]
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Victor M. Preciado, Ali Jadbabaie:
From local measurements to network spectral properties: Beyond degree distributions. CDC 2010: 2686-2691
[c12]
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Victor M. Preciado, Alireza Tahbaz-Salehi, Ali Jadbabaie:
On asymptotic consensus value in directed random networks. CDC 2010: 7493-7498
2009
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Victor M. Preciado, Alireza Tahbaz-Salehi, Ali Jadbabaie:
Asymptotic analysis of quadratic error of consensus in large-scale random directed networks. Allerton 2009: 778-782
[c10]
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Victor M. Preciado, Ali Jadbabaie:
Spectral analysis of dynamically evolving networks with linear preferential attachment. Allerton 2009: 1293-1299
[c9]
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Victor M. Preciado, Ali Jadbabaie:
Moment-based analysis of synchronization in small-world networks of oscillators. CDC 2009: 1690-1695
[c8]
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Victor M. Preciado, Ali Jadbabaie:
Spectral analysis of virus spreading in random geometric networks. CDC 2009: 4802-4807
2005
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J. Álvaro Fernández Muñoz, Victor M. Preciado, Miguel A. Jaramillo Morán:
Nonlinear Mappings with Cellular Neural Networks. CAEPIA 2005: 350-359
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Victor M. Preciado, George C. Verghese:
Synchronization in Generalized Erd ö s-R é nyi Networks of Nonlinear Oscillators. CDC/ECC 2005: 4628-4633
2003
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Victor M. Preciado, Miguel A. Preciado, Miguel A. Jaramillo Morán:
Genetic Programming for Automatic Generation of Image Processing Algorithms on the CNN Neuroprocessing Architecture. CAEPIA 2003: 374-383
2002
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Victor M. Preciado:
Improving Cellular Nonlinear Network Computational Capabilities. IBERAMIA 2002: 470-480
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Victor M. Preciado:
Piecewise-Linear Approximation of Any Smooth Output Function on the Cellular Neural Network. ICANN 2002: 462-467
2001
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Victor M. Preciado:
Real-Time Wavelet Transform for Image Processing on the Cellular Neural Network Universal Machine. IWANN (2) 2001: 636-643
2000
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José Vicente, Domingo Guinea, Victor M. Preciado:
Differential Motions for Recovering 3D Structure and Motions from an Unstructured Environment. Three-Dimensional Image Capture and Applications 2000: 126-132

Informal and Other Publications

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2022
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Georgios Kissas, Jacob H. Seidman, Leonardo Ferreira Guilhoto, Victor M. Preciado, George J. Pappas, Paris Perdikaris:
Learning Operators with Coupled Attention. CoRR abs/2201.01032 (2022)
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Shaoru Chen, Victor M. Preciado, Manfred Morari, Nikolai Matni:
Robust Model Predictive Control with Polytopic Model Uncertainty through System Level Synthesis. CoRR abs/2203.11375 (2022)
[i63]
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  - journals/corr/abs-2209-10034
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Shuo Yang, Shaoru Chen, Victor M. Preciado, Rahul Mangharam:
Differentiable Safe Controller Design through Control Barrier Functions. CoRR abs/2209.10034 (2022)
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  - journals/corr/abs-2209-11827
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Shaoru Chen, Victor M. Preciado, Mahyar Fazlyab:
One-Shot Reachability Analysis of Neural Network Dynamical Systems. CoRR abs/2209.11827 (2022)
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Shaoru Chen, Ning-Yuan Li, Victor M. Preciado, Nikolai Matni:
Robust Model Predictive Control of Time-Delay Systems through System Level Synthesis. CoRR abs/2209.11841 (2022)
[i60]
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Mikhail Hayhoe, Hans Riess, Victor M. Preciado, Alejandro Ribeiro:
Stable and Transferable Hyper-Graph Neural Networks. CoRR abs/2211.06513 (2022)
2021
[i59]
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Teodoro Alamo, Daniel Gutiérrez-Reina, Pablo Millán Gata, Victor M. Preciado, Giulia Giordano:
Data-Driven Methods for Present and Future Pandemics: Monitoring, Modelling and Managing. CoRR abs/2102.13130 (2021)
[i58]
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  - journals/corr/abs-2106-14357
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Francisco Barreras, Mikhail Hayhoe, Hamed Hassani, Victor M. Preciado:
AutoEKF: Scalable System Identification for COVID-19 Forecasting from Large-Scale GPS Data. CoRR abs/2106.14357 (2021)
[i57]
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  - journals/corr/abs-2110-00731
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Shaoru Chen, Mahyar Fazlyab, Manfred Morari, George J. Pappas, Victor M. Preciado:
Learning Region of Attraction for Nonlinear Systems. CoRR abs/2110.00731 (2021)
[i56]
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Shaoru Chen, Nikolai Matni, Manfred Morari, Victor M. Preciado:
System Level Synthesis-based Robust Model Predictive Control through Convex Inner Approximation. CoRR abs/2111.05509 (2021)
2020
[i55]
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  - journals/corr/abs-2005-00616
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Jacob H. Seidman, Mahyar Fazlyab, Victor M. Preciado, George J. Pappas:
Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees. CoRR abs/2005.00616 (2020)
[i54]
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  - journals/corr/abs-2007-05340
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Mikhail Hayhoe, Francisco Barreras, Victor M. Preciado:
A Dynamical Approach to Efficient Eigenvalue Estimation in General Multiagent Networks. CoRR abs/2007.05340 (2020)
[i53]
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Alp Aydinoglu, Victor M. Preciado, Michael Posa:
Stabilization of Complementarity Systems via Contact-Aware Controllers. CoRR abs/2008.02104 (2020)
[i52]
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  - journals/corr/abs-2011-01392
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Mikhail Hayhoe, Francisco Barreras, Victor M. Preciado:
Data-Driven Control of the COVID-19 Outbreak via Non-Pharmaceutical Interventions: A Geometric Programming Approach. CoRR abs/2011.01392 (2020)
[i51]
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Pau Batlle, Joan Bruna, Carlos Fernandez-Granda, Victor M. Preciado:
Adaptive Test Allocation for Outbreak Detection and Tracking in Social Contact Networks. CoRR abs/2011.01998 (2020)
2019
[i50]
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Naoki Masuda, Masaki Ogura, Victor M. Preciado:
Analysis of the susceptible-infected-susceptible epidemic dynamics in networks via the non-backtracking matrix. CoRR abs/1906.04269 (2019)
[i49]
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Alp Aydinoglu, Victor M. Preciado, Michael Posa:
Contact-Aware Controller Design for Complementarity Systems. CoRR abs/1909.11221 (2019)
2018
[i48]
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Masaki Ogura, Victor M. Preciado, Naoki Masuda:
Optimal Containment of Epidemics over Temporal Activity-Driven Networks. CoRR abs/1802.08961 (2018)
[i47]
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  - journals/corr/abs-1807-00955
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Michael Zargham, Zixuan Zhang, Victor M. Preciado:
A State-Space Modeling Framework for Engineering Blockchain-Enabled Economic Systems. CoRR abs/1807.00955 (2018)
[i46]
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Jingqi Li, Ximing Chen, Sérgio Pequito, George J. Pappas, Victor M. Preciado:
Structural Target Controllability of Undirected Networks. CoRR abs/1809.06773 (2018)
[i45]
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  - journals/corr/abs-1810-00126
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Jingqi Li, Ximing Chen, Sérgio Pequito, George J. Pappas, Victor M. Preciado:
Resilient Structural Stabilizability of Undirected Networks. CoRR abs/1810.00126 (2018)
[i44]
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Mikhail Hayhoe, Francisco Barreras, Hamed Hassani, Victor M. Preciado:
SPECTRE: Seedless Network Alignment via Spectral Centralities. CoRR abs/1811.01056 (2018)
2017
[i43]
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Soheil Eshghi, Victor M. Preciado, Saswati Sarkar, Santosh S. Venkatesh, Qing Zhao, Raissa M. D'Souza, Ananthram Swami:
Spread, then Target, and Advertise in Waves: Optimal Capital Allocation Across Advertising Channels. CoRR abs/1702.03432 (2017)
[i42]
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Masaki Ogura, Victor M. Preciado:
Second-Order Moment-Closure for Tighter Epidemic Thresholds. CoRR abs/1706.08602 (2017)
2016
[i41]
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Masaki Ogura, Victor M. Preciado:
Epidemic Processes over Adaptive State-Dependent Networks. CoRR abs/1602.08456 (2016)
[i40]
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Masaki Ogura, Victor M. Preciado:
Protection of Complex Networks against SIR Spreading Processes. CoRR abs/1603.04499 (2016)
[i39]
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Masaki Ogura, Victor M. Preciado:
Stability of Spreading Processes with General Transmission and Recovery Times. CoRR abs/1606.08518 (2016)
[i38]
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Victor M. Preciado, M. Amin Rahimian:
Controllability Gramian Spectra of Random Networks. CoRR abs/1609.04727 (2016)
[i37]
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Masaki Ogura, Victor M. Preciado:
Katz Centrality of Markovian Temporal Networks: Analysis and Optimization. CoRR abs/1609.05962 (2016)
[i36]
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Masaki Ogura, Victor M. Preciado:
Optimal Containment of Epidemics in Temporal and Adaptive Networks. CoRR abs/1612.06832 (2016)
2015
[i35]
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Chinwendu Enyioha, Ali Jadbabaie, Victor M. Preciado, George J. Pappas:
Distributed Resource Allocation for Epidemic control. CoRR abs/1501.01701 (2015)
[i34]
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Masaki Ogura, Victor M. Preciado:
Stability of Markov regenerative switched linear systems. CoRR abs/1501.03474 (2015)
[i33]
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Masaki Ogura, Victor M. Preciado:
Disease spread over randomly switched large-scale networks. CoRR abs/1501.04260 (2015)
[i32]
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Masaki Ogura, Victor M. Preciado:
Spreading Processes over Networks with Phase-Type Transmission and Recovery Times. CoRR abs/1502.07384 (2015)
[i31]
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Victor M. Preciado, Michael Zargham, Cameron Nowzari, Shuo Han, Masaki Ogura, George J. Pappas:
Bio-Inspired Framework for Allocation of Protection Resources in Cyber-Physical Networks. CoRR abs/1503.03537 (2015)
[i30]
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Masaki Ogura, Victor M. Preciado:
Cost-Optimal Switching Protection Strategy in Adaptive Networks. CoRR abs/1503.07133 (2015)
[i29]
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Masaki Ogura, Victor M. Preciado:
Optimal Design of Switched Networks of Positive Linear Systems via Geometric Programming. CoRR abs/1504.02532 (2015)
[i28]
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Cameron Nowzari, Victor M. Preciado, George J. Pappas:
Analysis and Control of Epidemics: A survey of spreading processes on complex networks. CoRR abs/1505.00768 (2015)
[i27]
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Masaki Ogura, Victor M. Preciado:
Stability of Spreading Processes over Time-Varying Large-Scale Networks. CoRR abs/1507.07017 (2015)
[i26]
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Victor M. Preciado, Mohammad Amin Rahimian:
Moment-Based Spectral Analysis of Random Graphs with Given Expected Degrees. CoRR abs/1512.03489 (2015)
2014
[i25]
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Michael Zargham, Victor M. Preciado:
Worst-Case Scenarios for Greedy, Centrality-Based Network Protection Strategies. CoRR abs/1401.5753 (2014)
[i24]
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Nikolay Atanasov, Roberto Tron, Victor M. Preciado, George J. Pappas:
Joint Estimation and Localization in Sensor Networks. CoRR abs/1404.3580 (2014)
[i23]
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Mahyar Fazlyab, Victor M. Preciado:
Robust Topology Identification and Control of LTI Networks. CoRR abs/1406.4201 (2014)
[i22]
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Mohammad Amin Rahimian, Victor M. Preciado:
Detection and Isolation of Failures in Directed Networks of LTI Systems. CoRR abs/1408.3164 (2014)
[i21]
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Shuo Han, Victor M. Preciado, Cameron Nowzari, George J. Pappas:
Data-Driven Allocation of Vaccines for Controlling Epidemic Outbreaks. CoRR abs/1412.2144 (2014)
2013
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Shahin Shahrampour, Victor M. Preciado:
Reconstruction of Directed Networks from Consensus Dynamics. CoRR abs/1303.3250 (2013)
[i19]
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  - journals/corr/abs-1303-3984
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Victor M. Preciado, Michael Zargham, Chinwendu Enyioha, Ali Jadbabaie, George J. Pappas:
Optimal Vaccine Allocation to Control Epidemic Outbreaks in Arbitrary Networks. CoRR abs/1303.3984 (2013)
[i18]
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M. Amin Rahimian, Victor M. Preciado:
Detection and Isolation of Link Failures under the Agreement Protocol. CoRR abs/1308.1968 (2013)
[i17]
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Shahin Shahrampour, Victor M. Preciado:
Topology Identification of Directed Dynamical Networks via Power Spectral Analysis. CoRR abs/1308.2248 (2013)
[i16]
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Victor M. Preciado, Faryad Darabi Sahneh, Caterina M. Scoglio:
A Convex Framework for Optimal Investment on Disease Awareness in Social Networks. CoRR abs/1308.3662 (2013)
[i15]
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Victor M. Preciado, Michael Zargham, Chinwendu Enyioha, Ali Jadbabaie, George J. Pappas:
Optimal Resource Allocation for Network Protection: A Geometric Programming Approach. CoRR abs/1309.6270 (2013)
[i14]
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Victor M. Preciado, Michael Zargham, David Sun:
Traffic Control for Network Protection Against Spreading Processes. CoRR abs/1310.4894 (2013)
[i13]
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Zhengwei Wu, Victor M. Preciado:
Laplacian Spectral Properties of Graphs from Random Local Samples. CoRR abs/1310.4899 (2013)
2012
[i12]
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Victor M. Preciado, Moez Draief, Ali Jadbabaie:
Structural Analysis of Viral Spreading Processes in Social and Communication Networks Using Egonets. CoRR abs/1209.0341 (2012)
2011
[i11]
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  - journals/corr/abs-1103-5131
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Victor M. Preciado, Jaelynn Oh, Ali Jadbabaie:
Analysis of Equilibria and Strategic Interaction in Complex Networks. CoRR abs/1103.5131 (2011)
[i10]
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  - journals/corr/abs-1107-5676
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Victor M. Preciado, Ali Jadbabaie, George C. Verghese:
Structural Analysis of Laplacian Spectral Properties in Complex Electric Grids. CoRR abs/1107.5676 (2011)
[i9]
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Victor M. Preciado, Michael M. Zavlanos, Ali Jadbabaie:
Spectral Design of Dynamic Networks via Local Operations. CoRR abs/1112.0765 (2011)
2010
[i8]
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  - journals/corr/abs-1001-4122
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Victor M. Preciado, Michael M. Zavlanos, Ali Jadbabaie, George J. Pappas:
Distributed Control of the Laplacian Spectral Moments of a Network. CoRR abs/1001.4122 (2010)
[i7]
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  - journals/corr/abs-1002-0169
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Victor M. Preciado, Ali Jadbabaie:
Moment-Based Analysis of Synchronization in Small-World Networks of Oscillators. CoRR abs/1002.0169 (2010)
[i6]
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Victor M. Preciado, Ali Jadbabaie:
Spectral Analysis of Virus Spreading in Random Geometric Networks. CoRR abs/1002.0170 (2010)
[i5]
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  - journals/corr/abs-1004-3524
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Victor M. Preciado, Ali Jadbabaie:
From Local Measurements to Network Spectral Properties: Beyond Degree Distributions. CoRR abs/1004.3524 (2010)
[i4]
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  - journals/corr/abs-1004-3527
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Victor M. Preciado, Alireza Tahbaz-Salehi, Ali Jadbabaie:
On Asymptotic Consensus Value in Directed Random Networks. CoRR abs/1004.3527 (2010)
[i3]
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  - journals/corr/abs-1010-0034
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Michael M. Zavlanos, Victor M. Preciado, Ali Jadbabaie:
Spectral Control of Mobile Robot Networks. CoRR abs/1010.0034 (2010)
[i2]
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  - journals/corr/abs-1011-4324
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Victor M. Preciado, Ali Jadbabaie:
Analysis of Viral Spreading in Large-Scale Networks from Local Structural Information. CoRR abs/1011.4324 (2010)
2009
[i1]
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  - journals/corr/abs-0910-3883
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Victor M. Preciado, Alireza Tahbaz-Salehi, Ali Jadbabaie:
Variance Analysis of Randomized Consensus in Switching Directed Networks. CoRR abs/0910.3883 (2009)

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