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Research Output

2020

Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes

Pare, P. E., Liu, J., Beck, C. L., Kirwan, B. E. & Basar, T., Jan 2020, In : IEEE Transactions on Control Systems Technology. 28, 1, p. 79-93 15 p., 8488684.

Research output: Contribution to journalArticle

2019

Analysis and Control of a Continuous-Time Bi-Virus Model

Liu, J., Pare, P. E., Nedic, A., Tang, C. Y., Beck, C. L. & Basar, T., Dec 2019, In : IEEE Transactions on Automatic Control. 64, 12, p. 4891-4906 16 p., 8638525.

Research output: Contribution to journalArticle

An Application of Nested Control Synthesis for Wind Farms

Buccafusca, L., Jansch-Porto, J. P., Dullerud, G. E. & Beck, C. L., Jan 1 2019, In : IFAC-PapersOnLine. 52, 20, p. 199-204 6 p.

Research output: Contribution to journalConference article

Open Access

A viral model of product adoption with antagonistic interactions

Ruf, S. F., Pare, P. E., Liu, J., Beck, C. L. & Basar, T., Jul 2019, 2019 American Control Conference, ACC 2019. Institute of Electrical and Electronics Engineers Inc., p. 3382-3387 6 p. 8815349. (Proceedings of the American Control Conference; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convergence of the Iterates in Mirror Descent Methods

Doan, T. T., Bose, S., Nguyen, D. H. & Beck, C. L., Jan 2019, In : IEEE Control Systems Letters. 3, 1, p. 114-119 6 p.

Research output: Contribution to journalArticle

Convergence Rate of Distributed Consensus with Nonuniform Delays

Doan, T. T., Beck, C. L. & Srikant, R., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1294-1298 5 p. 8645450. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data clustering and graph partitioning via simulated mixing

Bhatti, S., Beck, C. & Nedić, A., Apr 3 2019, In : IEEE Transactions on Network Science and Engineering. 6, 3, p. 1-14 14 p., 8331142.

Research output: Contribution to journalArticle

Maximizing Power in Wind Turbine Arrays with Variable Wind Dynamics

Buccafusca, L. & Beck, C. L., Jan 18 2019, 2018 IEEE Conference on Decision and Control, CDC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2667-2672 6 p. 8619789. (Proceedings of the IEEE Conference on Decision and Control; vol. 2018-December).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Networked infectious disease-contaminated water model

Pare, P. E., Liu, J., Beck, C. L. & Basar, T., Jun 2019, 2019 18th European Control Conference, ECC 2019. Institute of Electrical and Electronics Engineers Inc., p. 2018-2023 6 p. 8795741. (2019 18th European Control Conference, ECC 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

A Coupled Bi-Virus Spread Model in Networked Systems

Paré, P. E., Liu, J., Beck, C. L. & Başar, T., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4414-4419 6 p. 8430785. (Proceedings of the American Control Conference; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Convergence Rate of Distributed Random Projections

Doan, T. T., Lubars, J., Beck, C. L. & Srikant, R., Jan 1 2018, In : IFAC-PapersOnLine. 51, 23, p. 373-378 6 p.

Research output: Contribution to journalArticle

Convergence Rate of Distributed Subgradient Methods under Communication Delays

Doan, T. T., Beck, C. L. & Srikant, R., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 5310-5315 6 p. 8431382. (Proceedings of the American Control Conference; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Discrete-Time Spread Processes: Analysis, Identification, and Validation

Paré, P. E., Kirwan, B. E., Liu, J., Başar, T. & Beck, C. L., Aug 9 2018, 2018 Annual American Control Conference, ACC 2018. Institute of Electrical and Electronics Engineers Inc., p. 404-409 6 p. 8430937. (Proceedings of the American Control Conference; vol. 2018-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Epidemic processes over time-varying networks

Pare, P. E., Beck, C. L. & Nedic, A., Sep 2018, In : IEEE Transactions on Control of Network Systems. 5, 3, p. 1322-1334 13 p., 7931651.

Research output: Contribution to journalArticle

Knowledge transfer from universities to regions as a network spreading process

Melo, A., Beck, C. L., Pena, J. I. & Pare, P. E., Nov 26 2018, 4th IEEE International Symposium on Systems Engineering, ISSE 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8544398. (4th IEEE International Symposium on Systems Engineering, ISSE 2018 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On a continuous-time multi-group bi-virus model with human awareness

Liu, J., Paré, P. E., Nedić, A., Beck, C. L. & Başar, T., Jan 18 2018, 2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017. Institute of Electrical and Electronics Engineers Inc., p. 4124-4129 6 p. (2017 IEEE 56th Annual Conference on Decision and Control, CDC 2017; vol. 2018-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the convergence rate of distributed gradient methods for finite-sum optimization under communication delays

Doan, T. T., Beck, C. L. & Srikant, R., Jun 12 2018, SIGMETRICS 2018 - Abstracts of the 2018 ACM International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 93-95 3 p. (SIGMETRICS 2018 - Abstracts of the 2018 ACM International Conference on Measurement and Modeling of Computer Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the Convergence Rate of Distributed Gradient Methods for Finite-Sum Optimization under Communication Delays

Doan, T. T., Beck, C. L. & Srikant, R., Jun 12 2018, In : Performance Evaluation Review. 46, 1, p. 93-95 3 p.

Research output: Contribution to journalArticle

2017

Distributed Lagrangian Method for Tie-Line Scheduling in Power Grids under Uncertainty

Doan, T. T., Bose, S. & Beck, C. L., Sep 1 2017, In : Performance Evaluation Review. 45, 2, p. 88-90 3 p.

Research output: Contribution to journalConference article

Distributed Lagrangian methods for network resource allocation

Doan, T. T. & Beck, C. L., Oct 6 2017, 1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017. Institute of Electrical and Electronics Engineers Inc., p. 650-655 6 p. (1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modeling and accelerated CO2 control for photosynthesis measurements

Pare, P. E., McGrath, J., Walker, B. J. & Beck, C. L., Oct 6 2017, 1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017. Institute of Electrical and Electronics Engineers Inc., p. 523-528 6 p. (1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modeling and maximizing power in wind turbine arrays

Buccafusca, L., Beck, C. & Dullerud, G., Oct 6 2017, 1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017. Institute of Electrical and Electronics Engineers Inc., p. 773-778 6 p. (1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multi-competitive viruses over static and time-varying networks

Pare, P. E., Liu, J., Beck, C. L., Nedic, A. & Basar, T., Jun 29 2017, 2017 American Control Conference, ACC 2017. Institute of Electrical and Electronics Engineers Inc., p. 1685-1690 6 p. 7963195. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Structure identification in layered precedence networks

Kong, S. T., Katselis, D., Beck, C. L. & Srikant, R., Oct 6 2017, 1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017. Institute of Electrical and Electronics Engineers Inc., p. 1177-1182 6 p. (1st Annual IEEE Conference on Control Technology and Applications, CCTA 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2016

Clustering fully and partially observable graphs via nonconvex optimization

Katselis, D. & Beck, C. L., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 4930-4935 6 p. 7526134. (Proceedings of the American Control Conference; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Large scale data clustering and graph partitioning via simulated mixing

Bhatti, S., Beck, C. L. & Nedić, A., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 147-152 6 p. 7798261

Research output: Chapter in Book/Report/Conference proceedingConference contribution

On the analysis of a continuous-time bi-virus model

Liu, J., Paré, P. E., Nedić, A., Tang, C. Y., Beck, C. L. & Başar, T., Dec 27 2016, 2016 IEEE 55th Conference on Decision and Control, CDC 2016. Institute of Electrical and Electronics Engineers Inc., p. 290-295 6 p. 7798284. (2016 IEEE 55th Conference on Decision and Control, CDC 2016).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Vehicle Routing Problem with Time Windows: A Deterministic Annealing approach

Baranwal, M., Parekh, P. M., Marla, L., Salapaka, S. M. & Beck, C. L., Jul 28 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., p. 790-795 6 p. 7525010. (Proceedings of the American Control Conference; vol. 2016-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

Design of L1 adaptive controllers for human patient anesthesia

Kharisov, E., Beck, C. L. & Bloom, M., Nov 1 2015, In : Control Engineering Practice. 44, p. 65-77 13 p.

Research output: Contribution to journalArticle

Deterministic annealing for clustering: Tutorial and computational aspects

Parekh, P. M., Katselis, D., Beck, C. L. & Salapaka, S. M., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 2906-2911 6 p. 7171176. (Proceedings of the American Control Conference; vol. 2015-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Estimator selection: End-performance metric aspects

Katselis, D., Rojas, C. R. & Beck, C. L., Jul 28 2015, ACC 2015 - 2015 American Control Conference. Institute of Electrical and Electronics Engineers Inc., p. 4430-4435 6 p. 7172026. (Proceedings of the American Control Conference; vol. 2015-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Modeling and control of pharmacodynamics

Beck, C. L., Jul 1 2015, In : European Journal of Control. 24, p. 33-49 17 p.

Research output: Contribution to journalArticle

On the end-performance metric estimator selection

Katselis, D., Rojas, C. R., Godoy, B. I., Agüero, J. C. & Beck, C. L., Aug 1 2015, In : Automatica. 58, p. 22-27 6 p.

Research output: Contribution to journalArticle

Robust principal component analysis via re-weighted minimization algorithms

Katselis, D. & Beck, C. L., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 718-723 6 p. 7402314. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Shoulder pain and jerk during recovery phase of manual wheelchair propulsion

Jayaraman, C., Beck, C. L. & Sosnoff, J. J., Nov 5 2015, In : Journal of Biomechanics. 48, 14, p. 3937-3944 8 p.

Research output: Contribution to journalArticle

Stability analysis and control of virus spread over time-varying networks

Pare, P. E., Beck, C. L. & Nedic, A., Feb 8 2015, 54rd IEEE Conference on Decision and Control,CDC 2015. Institute of Electrical and Electronics Engineers Inc., p. 3554-3559 6 p. 7402769. (Proceedings of the IEEE Conference on Decision and Control; vol. 54rd IEEE Conference on Decision and Control,CDC 2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2014

Aggregation of graph models and markov chains by deterministic annealing

Xu, Y., Salapaka, S. M. & Beck, C. L., Oct 1 2014, In : IEEE Transactions on Automatic Control. 59, 10, p. 2807-2812 6 p., 6804680.

Research output: Contribution to journalArticle

Aggregation of markov chains: An analysis of deterministic annealing based methods

Xu, Y., Beck, C. L. & Salapaka, S. M., Jan 1 2014, In : Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 6591-6596 6 p., 7040423.

Research output: Contribution to journalConference article

Bidding with limited statistical knowledge in online auctions

Jiang, C., Beck, C. L. & Srikant, R., Mar 2014, In : Performance Evaluation Review. 41, 4, p. 38-41 4 p.

Research output: Contribution to journalArticle

Clustering and coverage control for systems with acceleration-driven dynamics

Xu, Y., Salapaka, S. M. & Beck, C. L., May 2014, In : IEEE Transactions on Automatic Control. 59, 5, p. 1342-1347 6 p., 6675006.

Research output: Contribution to journalArticle

Ensemble online clustering through decentralized observations

Katselis, D., Beck, C. L. & Van Der Schaar, M., Jan 1 2014, In : Proceedings of the IEEE Conference on Decision and Control. 2015-February, February, p. 910-915 6 p., 7039497.

Research output: Contribution to journalConference article

On the balanced truncation and coprime factors reduction of Markovian jump linear systems

Farhood, M. & Beck, C. L., Feb 1 2014, In : Systems and Control Letters. 64, 1, p. 96-106 11 p.

Research output: Contribution to journalArticle

2013

A distance metric between directed weighted graphs

Xu, Y., Salapaka, S. M. & Beck, C. L., Jan 1 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 6359-6364 6 p. 6760895. (Proceedings of the IEEE Conference on Decision and Control).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improved upper bounds on the expected error in constant step-size Q-learning

Beck, C. L. & Srikant, R., 2013, 2013 American Control Conference, ACC 2013. p. 1926-1931 6 p. 6580117

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Regulation of anesthesia delivery via L1-adaptive control

Kharisov, E., Beck, C. L. & Bloom, M., Jan 1 2013, SIAM Conference on Control and Its Applications 2013. Kang, W., Zhang, Q. & Fahroo, F. (eds.). Society for Industrial and Applied Mathematics Publications, p. 191-198 8 p. (SIAM Conference on Control and Its Applications 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2012

Clustering large networks of parametric dynamic generative models

Xu, Y., Kim, S., Salapaka, S. M., Beck, C. L. & Coleman, T. P., Dec 1 2012, In : Proceedings of the IEEE Conference on Decision and Control. p. 5248-5253 6 p., 6425894.

Research output: Contribution to journalConference article

Control of patient response to anesthesia using ℒ1 adaptive methods

Kharisov, E., Beck, C. L. & Bloom, M., Jan 1 2012, Proceedings of the 8th IFAC Symposium on Biological and Medical Systems, BMS 2012. 18 ed. IFAC Secretariat, p. 391-396 6 p. (IFAC Proceedings Volumes (IFAC-PapersOnline); vol. 45, no. 18).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dynamic coverage and clustering: A Maximum Entropy approach

Beck, C., Salapaka, S., Sharma, P. & Xu, Y., Jan 1 2012, Distributed Decision Making and Control. Springer-Verlag, p. 215-243 29 p. (Lecture Notes in Control and Information Sciences; vol. 417).

Research output: Chapter in Book/Report/Conference proceedingChapter