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Carolyn L. Beck
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2020 – today
- 2025
- [j38]Sebin Gracy, Philip E. Paré, Ji Liu, Henrik Sandberg, Carolyn L. Beck, Karl Henrik Johansson, Tamer Basar:
Modeling and analysis of a coupled SIS bi-virus model. Autom. 171: 111937 (2025) - 2023
- [j37]Xiaotian Xie
, Dimitrios Katselis
Finite Sample Analysis for Structured Discrete System Identification. IEEE Trans. Autom. Control. 68(10): 6345-6352 (2023) - 2022
- [j36]Mayank Baranwal
A unified Maximum Entropy Principle approach for a large class of routing problems. Comput. Ind. Eng. 171: 108383 (2022) - [j35]Xiaotian Xie
On the Consistency of Maximum Likelihood Estimators for Causal Network Identification. IEEE Control. Syst. Lett. 6: 175-180 (2022) - [j34]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) - [c60]Reza Soleymanifar, Carolyn L. Beck:
RCP: A Temporal Clustering Algorithm for Real-time Controller Placement in Mobile SDN Systems. ACC 2022: 2767-2772 - [c59]Lucas Buccafusca, Carolyn L. Beck:
Cooperative Control of Wind Farms under Maintenance Constraints. CCTA 2022: 568-574 - [c58]Xiaoqi Bi, Erik Miehling, Carolyn L. Beck, Tamer Basar:
Approximate Testing in Uncertain Epidemic Processes. CDC 2022: 4339-4344 - [c57]Esteban A. Hernández-Vargas, Alejandro H. González, Carolyn L. Beck, Xiaoqi Bi, Francesca Calà Campana
Modelling and Control of Epidemics Across Scales. CDC 2022: 4963-4980 - [i8]Sebin Gracy, Philip E. Paré, Ji Liu, Henrik Sandberg, Carolyn L. Beck, Karl Henrik Johansson, Tamer Basar:
Modeling and Analysis of a Coupled SIS Bi-Virus Model. CoRR abs/2207.11414 (2022) - 2021
- [j33]Philip E. Paré
Multi-competitive viruses over time-varying networks with mutations and human awareness. Autom. 123: 109330 (2021) - [j32]Thinh T. Doan
Distributed Resource Allocation Over Dynamic Networks With Uncertainty. IEEE Trans. Autom. Control. 66(9): 4378-4384 (2021) - [j31]Philip E. Paré
Erratum to "Analysis, Identification, and Validation of Discrete-Time Epidemic Processes". IEEE Trans. Control. Syst. Technol. 29(2): 934-935 (2021) - [c56]Xiaoqi Bi, Carolyn L. Beck:
On the Role of Asymptomatic Carriers in Epidemic Spread Processes. ACC 2021: 3164-3169 - [i7]Xiaoqi Bi, Carolyn L. Beck:
On the Role of Asymptomatic Carriers in Epidemic Spread Processes. CoRR abs/2103.11411 (2021) - [i6]Subhonmesh Bose, Hoa Dinh Nguyen, Haitian Liu, Ye Guo, Thinh T. Doan, Carolyn L. Beck:
Distributed Grid Optimization via Distributed Dual Subgradient Methods with Averaging. CoRR abs/2107.07061 (2021) - [i5]Reza Soleymanifar, Carolyn L. Beck:
RCP: A Temporal Clustering Algorithm for Real-time Controller Placement in Mobile SDN Systems. CoRR abs/2112.03037 (2021) - 2020
- [j30]Philip E. Paré
Modeling, estimation, and analysis of epidemics over networks: An overview. Annu. Rev. Control. 50: 345-360 (2020) - [j29]Philip E. Paré
Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes. IEEE Trans. Control. Syst. Technol. 28(1): 79-93 (2020) - [c55]Xiaotian Xie, Dimitrios Katselis, Carolyn L. Beck, R. Srikant:
On the Consistency of Maximum Likelihood Estimators for Causal Network Identification. CDC 2020: 990-995 - [i4]Xiaotian Xie, Dimitrios Katselis, Carolyn L. Beck, R. Srikant:
On the Consistency of Maximum Likelihood Estimators for Causal Network Identification. CoRR abs/2010.08870 (2020)
2010 – 2019
- 2019
- [j28]Thinh T. Doan
Convergence of the Iterates in Mirror Descent Methods. IEEE Control. Syst. Lett. 3(1): 114-119 (2019) - [j27]Ji Liu
Analysis and Control of a Continuous-Time Bi-Virus Model. IEEE Trans. Autom. Control. 64(12): 4891-4906 (2019) - [j26]Shahzad F. Bhatti
Data Clustering and Graph Partitioning via Simulated Mixing. IEEE Trans. Netw. Sci. Eng. 6(3): 253-266 (2019) - [j25]Dimitrios Katselis
Mixing Times and Structural Inference for Bernoulli Autoregressive Processes. IEEE Trans. Netw. Sci. Eng. 6(3): 364-378 (2019) - [c54]Sebastian F. Ruf, Philip E. Paré
A Viral Model of Product Adoption with Antagonistic Interactions. ACC 2019: 3382-3387 - [c53]Philip E. Paré, Ji Liu, Carolyn L. Beck, Tamer Basar:
Networked Infectious Disease-Contaminated Water Model. ECC 2019: 2018-2023 - [i3]Reza Soleymanifar, Amber Srivastava, Carolyn L. Beck, Srinivasa M. Salapaka:
A Clustering Approach to Edge Controller Placement in Software Defined Networks with Cost Balancing. CoRR abs/1912.02915 (2019) - 2018
- [j24]Philip E. Pare
Epidemic Processes Over Time-Varying Networks. IEEE Trans. Control. Netw. Syst. 5(3): 1322-1334 (2018) - [c52]Thinh T. Doan, Carolyn L. Beck, R. Srikant:
Convergence Rate of Distributed Consensus with Nonuniform Delays. ACSSC 2018: 1294-1298 - [c51]Philip E. Pare, Barrett E. Kirwan, Ji Liu, Tamer Basar, Carolyn L. Beck:
Discrete-Time Spread Processes: Analysis, Identification, and Validation. ACC 2018: 404-409 - [c50]Philip E. Pare
A Coupled Bi-Virus Spread Model in Networked Systems. ACC 2018: 4414-4419 - [c49]Thinh T. Doan, Carolyn L. Beck, R. Srikant:
Convergence Rate of Distributed Subgradient Methods under Communication Delays. ACC 2018: 5310-5315 - [c48]Lucas Buccafusca, Carolyn L. Beck:
Maximizing Power in Wind Turbine Arrays with Variable Wind Dynamics. CDC 2018: 2667-2672 - [c47]Thinh T. Doan, Carolyn L. Beck, R. Srikant:
On the Convergence Rate of Distributed Gradient Methods for Finite-Sum Optimization under Communication Delays. SIGMETRICS (Abstracts) 2018: 93-95 - 2017
- [j23]Thinh T. Doan, Carolyn L. Beck, R. Srikant:
On the Convergence Rate of Distributed Gradient Methods for Finite-Sum Optimization under Communication Delays. Proc. ACM Meas. Anal. Comput. Syst. 1(2): 37:1-37:27 (2017) - [j22]Thinh T. Doan, Subhonmesh Bose, Carolyn L. Beck:
Distributed Lagrangian Method for Tie-Line Scheduling in Power Grids under Uncertainty. SIGMETRICS Perform. Evaluation Rev. 45(2): 88-90 (2017) - [c46]Philip E. Pare, Ji Liu, Carolyn L. Beck, Angelia Nedic
Multi-competitive viruses over static and time-varying networks. ACC 2017: 1685-1690 - [c45]Philip E. Pare, Justin McGrath, Berkley J. Walker, Carolyn L. Beck:
Modeling and accelerated CO2 control for photosynthesis measurements. CCTA 2017: 523-528 - [c44]Thinh T. Doan, Carolyn L. Beck:
Distributed Lagrangian methods for network resource allocation. CCTA 2017: 650-655 - [c43]Lucas Buccafusca, Carolyn L. Beck, Geir E. Dullerud:
Modeling and maximizing power in wind turbine arrays. CCTA 2017: 773-778 - [c42]Seo Taek Kong, Dimitrios Katselis, Carolyn L. Beck, R. Srikant:
Structure identification in layered precedence networks. CCTA 2017: 1177-1182 - [c41]Ji Liu, Philip E. Pare, Angelia Nedic
On a continuous-time multi-group bi-virus model with human awareness. CDC 2017: 4124-4129 - 2016
- [c40]Mayank Baranwal, Pratik M. Parekh, Lavanya Marla, Srinivasa M. Salapaka, Carolyn L. Beck:
Vehicle Routing Problem with Time Windows: A Deterministic Annealing approach. ACC 2016: 790-795 - [c39]Dimitrios Katselis, Carolyn L. Beck:
Clustering fully and partially observable graphs via nonconvex optimization. ACC 2016: 4930-4935 - [c38]Shahzad F. Bhatti, Carolyn L. Beck, Angelia Nedic
Large scale data clustering and graph partitioning via simulated mixing. CDC 2016: 147-152 - [c37]Ji Liu, Philip E. Pare, Angelia Nedic
On the analysis of a continuous-time bi-virus model. CDC 2016: 290-295 - [i2]Shahzad F. Bhatti, Carolyn L. Beck, Angelia Nedic:
Data Clustering and Graph Partitioning via Simulated Mixing. CoRR abs/1603.04918 (2016) - 2015
- [j21]Dimitrios Katselis, Cristian R. Rojas, Boris I. Godoy, Juan C. Agüero
On the end-performance metric estimator selection. Autom. 58: 22-27 (2015) - [j20]Carolyn L. Beck:
Modeling and control of pharmacodynamics. Eur. J. Control 24: 33-49 (2015) - [c36]Pratik M. Parekh, Dimitrios Katselis, Carolyn L. Beck, Srinivasa M. Salapaka:
Deterministic annealing for clustering: Tutorial and computational aspects. ACC 2015: 2906-2911 - [c35]Dimitrios Katselis, Cristian R. Rojas, Carolyn L. Beck:
Estimator selection: End-performance metric aspects. ACC 2015: 4430-4435 - [c34]Dimitrios Katselis, Carolyn L. Beck:
Robust principal component analysis via re-weighted minimization algorithms. CDC 2015: 718-723 - [c33]Philip E. Pare
Stability analysis and control of virus spread over time-varying networks. CDC 2015: 3554-3559 - [i1]Dimitrios Katselis, Cristian R. Rojas, Carolyn L. Beck:
Estimator Selection: End-Performance Metric Aspects. CoRR abs/1507.07238 (2015) - 2014
- [j19]Mazen Farhood, Carolyn L. Beck:
On the balanced truncation and coprime factors reduction of Markovian jump linear systems. Syst. Control. Lett. 64: 96-106 (2014) - [j18]Chong Jiang, Carolyn L. Beck, R. Srikant:
Bidding with limited statistical knowledge in online auctions. SIGMETRICS Perform. Evaluation Rev. 41(4): 38-41 (2014) - [j17]Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck:
Clustering and Coverage Control for Systems With Acceleration-Driven Dynamics. IEEE Trans. Autom. Control. 59(5): 1342-1347 (2014) - [j16]Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck:
Aggregation of Graph Models and Markov Chains by Deterministic Annealing. IEEE Trans. Autom. Control. 59(10): 2807-2812 (2014) - [c32]Dimitrios Katselis, Carolyn L. Beck, Mihaela van der Schaar
Ensemble Online Clustering through Decentralized Observations. CDC 2014: 910-915 - [c31]Yunwen Xu, Carolyn L. Beck, Srinivasa M. Salapaka:
Aggregation of Markov chains: an analysis of deterministic annealing based methods. CDC 2014: 6591-6596 - 2013
- [c30]Carolyn L. Beck, R. Srikant:
Improved upper bounds on the expected error in constant step-size Q-learning. ACC 2013: 1926-1931 - [c29]Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck:
A distance metric between directed weighted graphs. CDC 2013: 6359-6364 - [c28]Evgeny Kharisov, Carolyn L. Beck, Marc J. Bloom
Regulation of Anesthesia Delivery via ℒ1-Adaptive Control. SIAM Conf. on Control and its Applications 2013: 191-198 - 2012
- [j15]Carolyn L. Beck, R. Srikant:
Error bounds for constant step-size Q-learning. Syst. Control. Lett. 61(12): 1203-1208 (2012) - [j14]Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck:
Entropy-Based Framework for Dynamic Coverage and Clustering Problems. IEEE Trans. Autom. Control. 57(1): 135-150 (2012) - [c27]Yunwen Xu, Sanggyun Kim, Srinivasa M. Salapaka, Carolyn L. Beck, Todd P. Coleman:
Clustering large networks of parametric dynamic generative models. CDC 2012: 5248-5253 - 2011
- [j13]Ashvin Lakshmikantha, Carolyn L. Beck, R. Srikant:
Impact of file arrivals and departures on buffer sizing in core routers. IEEE/ACM Trans. Netw. 19(2): 347-358 (2011) - [c26]M. Ralph, Carolyn L. Beck, Marc J. Bloom:
ℒ1-adaptive methods for control of patient response to anesthesia. ACC 2011: 1729-1735 - [c25]Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck:
On reduction of graphs and Markov chain models. CDC/ECC 2011: 2317-2322 - 2010
- [c24]Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck:
Dynamic Maximum Entropy algorithms for clustering and coverage control. CDC 2010: 1836-1841
2000 – 2009
- 2009
- [j12]Ashvin Lakshmikantha, R. Srikant, Nandita Dukkipati, Nick McKeown, Carolyn L. Beck:
Buffer sizing results for RCP congestion control under connection arrivals and departures. Comput. Commun. Rev. 39(1): 5-15 (2009) - [c23]Carolyn L. Beck, Sanjay Lall, Tzuchen Liang, Matthew West
Model reduction, optimal prediction, and the Mori-Zwanzig representation of Markov chains. CDC 2009: 3282-3287 - 2008
- [j11]Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck:
A Scalable Approach to Combinatorial Library Design for Drug Discovery. J. Chem. Inf. Model. 48(1): 27-41 (2008) - [c22]Hui-Hung Lin, Carolyn L. Beck, Marc J. Bloom
Multivariable LPV control of anesthesia delivery during surgery. ACC 2008: 825-831 - [c21]Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck:
Entropy based algorithm for combinatorial optimization problems with mobile sites and resources. ACC 2008: 1255-1260 - [c20]Ashvin Lakshmikantha, R. Srikant, Carolyn L. Beck:
Impact of File Arrivals and Departures on Buffer Sizing in Core Routers. INFOCOM 2008: 86-90 - 2007
- [c19]Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck:
A Maximum Entropy Based Scalable Algorithm for Resource Allocation Problems. ACC 2007: 516-521 - 2006
- [j10]Carolyn L. Beck:
Coprime factors reduction methods for linear parameter varying and uncertain systems. Syst. Control. Lett. 55(3): 199-213 (2006) - [c18]Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck:
A scalable deterministic annealing algorithm for resource allocation problems. ACC 2006: 1-6 - [c17]Ashvin Lakshmikantha, R. Srikant, Carolyn L. Beck:
Analysis of SIFT like Active Queue Management algorithms. CDC 2006: 1912-1917 - 2005
- [j9]Mazen Farhood, Carolyn L. Beck, Geir E. Dullerud:
Model reduction of periodic systems: a lifting approach. Autom. 41(6): 1085-1090 (2005) - [j8]Ashvin Lakshmikantha, Carolyn L. Beck, R. Srikant:
Robustness of real and virtual queue-based active queue management schemes. IEEE/ACM Trans. Netw. 13(1): 81-93 (2005) - [c16]Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck:
A deterministic annealing approach to combinatorial library design for drug discovery. ACC 2005: 979-984vol.2 - [c15]Ashvin Lakshmikantha, Carolyn L. Beck, R. Srikant:
On the use of SoS methods for analysis of connection-level stability in the Internet. ACC 2005: 2705-2708 - 2004
- [j7]Carolyn L. Beck, Raffaello D'Andrea:
Noncommuting multidimensional realization theory: minimality, reachability, and observability. IEEE Trans. Autom. Control. 49(10): 1815-1822 (2004) - [j6]Hui-Hing Lin, Carolyn L. Beck, Marc J. Bloom
On the use of multivariable piecewise-linear models for predicting human response to anesthesia. IEEE Trans. Biomed. Eng. 51(11): 1876-1887 (2004) - [c14]Puneet Sharma, Carolyn L. Beck:
Modelling and distributed control of mobile offshore bases. ACC 2004: 5238-5243 - [c13]Shyam Sivakumar, Carolyn L. Beck:
MRedTool - a MATLAB toolbox for model reduction of multi-dimensional systems. CDC 2004: 3096-3101 - 2003
- [j5]Sanjay Lall
Error-bounds for balanced model-reduction of linear time-varying systems. IEEE Trans. Autom. Control. 48(6): 946-956 (2003) - [c12]Ashvin Lakshmikantha, Carolyn L. Beck, Rayadurgam Srikant:
Robustness of real and virtual queue based active queue management schemes. ACC 2003: 266-271 - [c11]Mazen Farhood, Carolyn L. Beck, Geir E. Dullerud:
On the model reduction of nonstationary LPV systems. ACC 2003: 3869-3874 - [c10]Sikandar Samar, Carolyn L. Beck:
Model reduction of spatially-invariant array systems. CDC 2003: 5244-5249 - [c9]Sikandar Samar, Carolyn L. Beck:
Model reduction of heterogeneous distributed systems. CDC 2003: 5271-5276 - [c8]Mazen Farhood, Carolyn L. Beck, Geir E. Dullerud:
Model reduction of stabilizable nonstationary LPV models. CDC 2003: 5638-5643 - 2002
- [c7]Jerawan Chudoung, Carolyn L. Beck:
Necessary and sufficient conditions for an optimal controlled switching problem. ACC 2002: 1886-1891 - [c6]Arash Mahboobin, Carolyn L. Beck, M-Hossein Moeinzadeh, Patrick J. Loughlin:
Analysis and validation of a human postural control model. ACC 2002: 4122-4128 - [c5]Hui-Hung Lin, Carolyn L. Beck, Marc J. Bloom, Jerawan Chudoung:
On the use of hybrid multivariable models for predicting human response to anesthesia. CDC 2002: 910-916 - [c4]Mazen Farhood, Carolyn L. Beck, Geir E. Dullerud:
Model reduction of nonstationary LPV systems. CDC 2002: 2890-2891 - 2001
- [j4]Carolyn L. Beck:
On formal power series representations for uncertain systems. IEEE Trans. Autom. Control. 46(2): 314-319 (2001) - [c3]Hui-Hung Lin, Carolyn L. Beck, Joseph Nedumgottil, Marc J. Bloom:
An investigation of multivariable models for human response to anesthesia. CDC 2001: 867-868 - [c2]Jerawan Chudoung, Carolyn L. Beck:
The minimum principle for deterministic impulsive control systems. CDC 2001: 3569-3574
1990 – 1999
- 1999
- [j3]Carolyn L. Beck, John C. Doyle:
A necessary and sufficient minimality condition for uncertain systems. IEEE Trans. Autom. Control. 44(10): 1802-1813 (1999) - [j2]Pascale Bendotti
On the role of LFT model reduction methods in robust controller synthesis for a pressurized water reactor. IEEE Trans. Control. Syst. Technol. 7(2): 248-257 (1999) - 1996
- [j1]Carolyn L. Beck, John Doyle, Keith Glover:
Model reduction of multidimensional and uncertain systems. IEEE Trans. Autom. Control. 41(10): 1466-1477 (1996)
1980 – 1989
- 1986
- [c1]Carolyn L. Beck, Bruce H. Krogh:
Models for simulation and discrete control of manufacturing systems. ICRA 1986: 305-310
Coauthor Index
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