Carolyn L. Beck

ORCID

Publication Activity (10 Years)

Years Active: 1986-2023
Publications (10 Years): 54

Top Venues

Publications

Xiaotian Xie, Dimitrios Katselis, Carolyn L. Beck, R. Srikant
Finite Sample Analysis for Structured Discrete System Identification. IEEE Trans. Autom. Control. 68 (10) (2023)
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)
Xiaotian Xie, Dimitrios Katselis, Carolyn L. Beck, R. Srikant
On the Consistency of Maximum Likelihood Estimators for Causal Network Identification. IEEE Control. Syst. Lett. 6 (2022)
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 (2022)
Reza Soleymanifar, Carolyn L. Beck
RCP: A Temporal Clustering Algorithm for Real-time Controller Placement in Mobile SDN Systems. ACC (2022)
Lucas Buccafusca, Carolyn L. Beck
Cooperative Control of Wind Farms under Maintenance Constraints. CCTA (2022)
Xiaoqi Bi, Erik Miehling, Carolyn L. Beck, Tamer Basar
Approximate Testing in Uncertain Epidemic Processes. CDC (2022)
Esteban A. Hernández-Vargas, Alejandro H. González, Carolyn L. Beck, Xiaoqi Bi, Francesca Calà Campana, Giulia Giordano
Modelling and Control of Epidemics Across Scales. CDC (2022)
Mayank Baranwal, Lavanya Marla, Carolyn L. Beck, Srinivasa M. Salapaka
A unified Maximum Entropy Principle approach for a large class of routing problems. Comput. Ind. Eng. 171 (2022)
Philip E. Paré, Ji Liu, Carolyn L. Beck, Barrett E. Kirwan, Tamer Basar
Erratum to "Analysis, Identification, and Validation of Discrete-Time Epidemic Processes". IEEE Trans. Control. Syst. Technol. 29 (2) (2021)
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 (2021)
Reza Soleymanifar, Carolyn L. Beck
RCP: A Temporal Clustering Algorithm for Real-time Controller Placement in Mobile SDN Systems. CoRR (2021)
Xiaoqi Bi, Carolyn L. Beck
On the Role of Asymptomatic Carriers in Epidemic Spread Processes. ACC (2021)
Thinh T. Doan, Carolyn L. Beck
Distributed Resource Allocation Over Dynamic Networks With Uncertainty. IEEE Trans. Autom. Control. 66 (9) (2021)
Xiaoqi Bi, Carolyn L. Beck
On the Role of Asymptomatic Carriers in Epidemic Spread Processes. CoRR (2021)
Philip E. Paré, Ji Liu, Carolyn L. Beck, Angelia Nedic, Tamer Basar
Multi-competitive viruses over time-varying networks with mutations and human awareness. Autom. 123 (2021)
Xiaotian Xie, Dimitrios Katselis, Carolyn L. Beck, R. Srikant
On the Consistency of Maximum Likelihood Estimators for Causal Network Identification. CoRR (2020)
Philip E. Paré, Carolyn L. Beck, Tamer Basar
Modeling, estimation, and analysis of epidemics over networks: An overview. Annu. Rev. Control. 50 (2020)
Philip E. Paré, Ji Liu, Carolyn L. Beck, Barrett E. Kirwan, Tamer Basar
Analysis, Estimation, and Validation of Discrete-Time Epidemic Processes. IEEE Trans. Control. Syst. Technol. 28 (1) (2020)
Xiaotian Xie, Dimitrios Katselis, Carolyn L. Beck, R. Srikant
On the Consistency of Maximum Likelihood Estimators for Causal Network Identification. CDC (2020)
Shahzad F. Bhatti, Carolyn L. Beck, Angelia Nedic
Data Clustering and Graph Partitioning via Simulated Mixing. IEEE Trans. Netw. Sci. Eng. 6 (3) (2019)
Thinh T. Doan, Subhonmesh Bose, Dinh Hoa Nguyen, Carolyn L. Beck
Convergence of the Iterates in Mirror Descent Methods. IEEE Control. Syst. Lett. 3 (1) (2019)
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 (2019)
Sebastian F. Ruf, Philip E. Paré, Ji Liu, Carolyn L. Beck, Tamer Basar
A Viral Model of Product Adoption with Antagonistic Interactions. ACC (2019)
Philip E. Paré, Ji Liu, Carolyn L. Beck, Tamer Basar
Networked Infectious Disease-Contaminated Water Model. ECC (2019)
Ji Liu, Philip E. Paré, Angelia Nedic, Choon Yik Tang, Carolyn L. Beck, Tamer Basar
Analysis and Control of a Continuous-Time Bi-Virus Model. IEEE Trans. Autom. Control. 64 (12) (2019)
Dimitrios Katselis, Carolyn L. Beck, R. Srikant
Mixing Times and Structural Inference for Bernoulli Autoregressive Processes. IEEE Trans. Netw. Sci. Eng. 6 (3) (2019)
Philip E. Pare, Carolyn L. Beck, Angelia Nedic
Epidemic Processes Over Time-Varying Networks. IEEE Trans. Control. Netw. Syst. 5 (3) (2018)
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)
Thinh T. Doan, Carolyn L. Beck, R. Srikant
Convergence Rate of Distributed Subgradient Methods under Communication Delays. ACC (2018)
Thinh T. Doan, Carolyn L. Beck, R. Srikant
Convergence Rate of Distributed Consensus with Nonuniform Delays. ACSSC (2018)
Philip E. Pare, Ji Liu, Carolyn L. Beck, Tamer Basar
A Coupled Bi-Virus Spread Model in Networked Systems. ACC (2018)
Philip E. Pare, Barrett E. Kirwan, Ji Liu, Tamer Basar, Carolyn L. Beck
Discrete-Time Spread Processes: Analysis, Identification, and Validation. ACC (2018)
Lucas Buccafusca, Carolyn L. Beck
Maximizing Power in Wind Turbine Arrays with Variable Wind Dynamics. CDC (2018)
Seo Taek Kong, Dimitrios Katselis, Carolyn L. Beck, R. Srikant
Structure identification in layered precedence networks. CCTA (2017)
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) (2017)
Ji Liu, Philip E. Pare, Angelia Nedic, Carolyn L. Beck, Tamer Basar
On a continuous-time multi-group bi-virus model with human awareness. CDC (2017)
Philip E. Pare, Justin McGrath, Berkley J. Walker, Carolyn L. Beck
Modeling and accelerated CO2 control for photosynthesis measurements. CCTA (2017)
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) (2017)
Lucas Buccafusca, Carolyn L. Beck, Geir E. Dullerud
Modeling and maximizing power in wind turbine arrays. CCTA (2017)
Philip E. Pare, Ji Liu, Carolyn L. Beck, Angelia Nedic, Tamer Basar
Multi-competitive viruses over static and time-varying networks. ACC (2017)
Thinh T. Doan, Carolyn L. Beck
Distributed Lagrangian methods for network resource allocation. CCTA (2017)
Shahzad F. Bhatti, Carolyn L. Beck, Angelia Nedic
Large scale data clustering and graph partitioning via simulated mixing. CDC (2016)
Dimitrios Katselis, Carolyn L. Beck
Clustering fully and partially observable graphs via nonconvex optimization. ACC (2016)
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)
Ji Liu, Philip E. Pare, Angelia Nedic, Choon Yik Tang, Carolyn L. Beck, Tamer Basar
On the analysis of a continuous-time bi-virus model. CDC (2016)
Shahzad F. Bhatti, Carolyn L. Beck, Angelia Nedic
Data Clustering and Graph Partitioning via Simulated Mixing. CoRR (2016)
Dimitrios Katselis, Cristian R. Rojas, Boris I. Godoy, Juan C. Agüero, Carolyn L. Beck
On the end-performance metric estimator selection. Autom. 58 (2015)
Carolyn L. Beck
Modeling and control of pharmacodynamics. Eur. J. Control 24 (2015)
Philip E. Pare, Carolyn L. Beck, Angelia Nedic
Stability analysis and control of virus spread over time-varying networks. CDC (2015)
Dimitrios Katselis, Cristian R. Rojas, Carolyn L. Beck
Estimator Selection: End-Performance Metric Aspects. CoRR (2015)
Pratik M. Parekh, Dimitrios Katselis, Carolyn L. Beck, Srinivasa M. Salapaka
Deterministic annealing for clustering: Tutorial and computational aspects. ACC (2015)
Dimitrios Katselis, Cristian R. Rojas, Carolyn L. Beck
Estimator selection: End-performance metric aspects. ACC (2015)
Dimitrios Katselis, Carolyn L. Beck
Robust principal component analysis via re-weighted minimization algorithms. CDC (2015)
Chong Jiang, Carolyn L. Beck, R. Srikant
Bidding with limited statistical knowledge in online auctions. SIGMETRICS Perform. Evaluation Rev. 41 (4) (2014)
Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck
Clustering and Coverage Control for Systems With Acceleration-Driven Dynamics. IEEE Trans. Autom. Control. 59 (5) (2014)
Yunwen Xu, Carolyn L. Beck, Srinivasa M. Salapaka
Aggregation of Markov chains: an analysis of deterministic annealing based methods. CDC (2014)
Mazen Farhood, Carolyn L. Beck
On the balanced truncation and coprime factors reduction of Markovian jump linear systems. Syst. Control. Lett. 64 (2014)
Dimitrios Katselis, Carolyn L. Beck, Mihaela van der Schaar
Ensemble Online Clustering through Decentralized Observations. CDC (2014)
Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck
Aggregation of Graph Models and Markov Chains by Deterministic Annealing. IEEE Trans. Autom. Control. 59 (10) (2014)
Evgeny Kharisov, Carolyn L. Beck, Marc J. Bloom
-Adaptive Control. SIAM Conf. on Control and its Applications (2013)
Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck
A distance metric between directed weighted graphs. CDC (2013)
Carolyn L. Beck, R. Srikant
Improved upper bounds on the expected error in constant step-size Q-learning. ACC (2013)
Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck
Entropy-Based Framework for Dynamic Coverage and Clustering Problems. IEEE Trans. Autom. Control. 57 (1) (2012)
Yunwen Xu, Sanggyun Kim, Srinivasa M. Salapaka, Carolyn L. Beck, Todd P. Coleman
Clustering large networks of parametric dynamic generative models. CDC (2012)
Carolyn L. Beck, R. Srikant
Error bounds for constant step-size Q-learning. Syst. Control. Lett. 61 (12) (2012)
Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck
On reduction of graphs and Markov chain models. CDC/ECC (2011)
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) (2011)
M. Ralph, Carolyn L. Beck, Marc J. Bloom
ℒ1-adaptive methods for control of patient response to anesthesia. ACC (2011)
Yunwen Xu, Srinivasa M. Salapaka, Carolyn L. Beck
Dynamic Maximum Entropy algorithms for clustering and coverage control. CDC (2010)
Carolyn L. Beck, Sanjay Lall, Tzuchen Liang, Matthew West
Model reduction, optimal prediction, and the Mori-Zwanzig representation of Markov chains. CDC (2009)
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) (2009)
Ashvin Lakshmikantha, R. Srikant, Carolyn L. Beck
Impact of File Arrivals and Departures on Buffer Sizing in Core Routers. INFOCOM (2008)
Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck
A Scalable Approach to Combinatorial Library Design for Drug Discovery. J. Chem. Inf. Model. 48 (1) (2008)
Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck
Entropy based algorithm for combinatorial optimization problems with mobile sites and resources. ACC (2008)
Hui-Hung Lin, Carolyn L. Beck, Marc J. Bloom
Multivariable LPV control of anesthesia delivery during surgery. ACC (2008)
Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck
A Maximum Entropy Based Scalable Algorithm for Resource Allocation Problems. ACC (2007)
Ashvin Lakshmikantha, R. Srikant, Carolyn L. Beck
Analysis of SIFT like Active Queue Management algorithms. CDC (2006)
Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck
A scalable deterministic annealing algorithm for resource allocation problems. ACC (2006)
Carolyn L. Beck
Coprime factors reduction methods for linear parameter varying and uncertain systems. Syst. Control. Lett. 55 (3) (2006)
Ashvin Lakshmikantha, Carolyn L. Beck, R. Srikant
On the use of SoS methods for analysis of connection-level stability in the Internet. ACC (2005)
Ashvin Lakshmikantha, Carolyn L. Beck, R. Srikant
Robustness of real and virtual queue-based active queue management schemes. IEEE/ACM Trans. Netw. 13 (1) (2005)
Mazen Farhood, Carolyn L. Beck, Geir E. Dullerud
Model reduction of periodic systems: a lifting approach. Autom. 41 (6) (2005)
Puneet Sharma, Srinivasa M. Salapaka, Carolyn L. Beck
A deterministic annealing approach to combinatorial library design for drug discovery. ACC (2005)
Carolyn L. Beck, Raffaello D'Andrea
Noncommuting multidimensional realization theory: minimality, reachability, and observability. IEEE Trans. Autom. Control. 49 (10) (2004)
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) (2004)
Shyam Sivakumar, Carolyn L. Beck
MRedTool - a MATLAB toolbox for model reduction of multi-dimensional systems. CDC (2004)
Puneet Sharma, Carolyn L. Beck
Modelling and distributed control of mobile offshore bases. ACC (2004)
Mazen Farhood, Carolyn L. Beck, Geir E. Dullerud
Model reduction of stabilizable nonstationary LPV models. CDC (2003)
Ashvin Lakshmikantha, Carolyn L. Beck, Rayadurgam Srikant
Robustness of real and virtual queue based active queue management schemes. ACC (2003)
Sanjay Lall, Carolyn L. Beck
Error-bounds for balanced model-reduction of linear time-varying systems. IEEE Trans. Autom. Control. 48 (6) (2003)
Mazen Farhood, Carolyn L. Beck, Geir E. Dullerud
On the model reduction of nonstationary LPV systems. ACC (2003)
Sikandar Samar, Carolyn L. Beck
Model reduction of heterogeneous distributed systems. CDC (2003)
Sikandar Samar, Carolyn L. Beck
Model reduction of spatially-invariant array systems. CDC (2003)
Jerawan Chudoung, Carolyn L. Beck
Necessary and sufficient conditions for an optimal controlled switching problem. ACC (2002)
Mazen Farhood, Carolyn L. Beck, Geir E. Dullerud
Model reduction of nonstationary LPV systems. CDC (2002)
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)
Arash Mahboobin, Carolyn L. Beck, M-Hossein Moeinzadeh, Patrick J. Loughlin
Analysis and validation of a human postural control model. ACC (2002)
Hui-Hung Lin, Carolyn L. Beck, Joseph Nedumgottil, Marc J. Bloom
An investigation of multivariable models for human response to anesthesia. CDC (2001)
Jerawan Chudoung, Carolyn L. Beck
The minimum principle for deterministic impulsive control systems. CDC (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carolyn L. Beck