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ORCIDJemin George
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2020 – today
- 2024
[j20]Gangshan Jing
, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma:
Distributed Multiagent Reinforcement Learning Based on Graph-Induced Local Value Functions. IEEE Trans. Autom. Control. 69(10): 6636-6651 (2024)- [j19]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma:
Asynchronous Distributed Reinforcement Learning for LQR Control via Zeroth-Order Block Coordinate Descent. IEEE Trans. Autom. Control. 69(11): 7524-7539 (2024) - [i18]Xingchi Liu, Lyudmila Mihaylova, Jemin George, Tien Pham:
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking over Wireless Sensor Networks. CoRR abs/2409.07652 (2024) - 2023
- [j18]Kinjal Bhar, He Bai, Jemin George, Carl E. Busart:
Distributed event-triggered unadjusted Langevin algorithm for Bayesian learning. Autom. 156: 111221 (2023) - [j17]Xingchi Liu, Lyudmila Mihaylova, Jemin George, Tien Pham:
Gaussian Process Upper Confidence Bounds in Distributed Point Target Tracking Over Wireless Sensor Networks. IEEE J. Sel. Top. Signal Process. 17(1): 295-310 (2023) - [j16]Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi:
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization. IEEE Trans. Autom. Control. 68(2): 721-736 (2023) - [c55]Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart:
Reinforcement Learning with An Abrupt Model Change. WSC 2023: 3014-3025 - [i17]Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart:
Reinforcement Learning with an Abrupt Model Change. CoRR abs/2304.11460 (2023) - [i16]Kinjal Bhar, He Bai, Jemin George, Carl E. Busart:
Asynchronous Local Computations in Distributed Bayesian Learning. CoRR abs/2311.03496 (2023) - 2022
- [j15]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma:
Learning Distributed Stabilizing Controllers for Multi-Agent Systems. IEEE Control. Syst. Lett. 6: 301-306 (2022) - [c54]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma:
Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph. ACC 2022: 3273-3278 - [c53]Kinjal Bhar, He Bai, Jemin George, Carl E. Busart:
Asynchronous Bayesian Learning over a Network. CDC 2022: 2393-2398 - [c52]Paulo Heredia, Jemin George, Shaoshuai Mou:
Distributed Offline Reinforcement Learning. CDC 2022: 4621-4626 - [c51]Xingchi Liu, Chenyi Lyu, Jemin George, Tien Pham, Lyudmila Mihaylova:
A Learning Distributed Gaussian Process Approach for Target Tracking over Sensor Networks. FUSION 2022: 1-8 - [i15]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma:
Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph. CoRR abs/2201.04962 (2022) - [i14]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma:
A Scalable Graph-Theoretic Distributed Framework for Cooperative Multi-Agent Reinforcement Learning. CoRR abs/2202.13046 (2022) - [i13]Kinjal Bhar, He Bai, Jemin George, Carl E. Busart:
Asynchronous Bayesian Learning over a Network. CoRR abs/2211.08603 (2022) - 2021
- [j14]Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi:
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization. IEEE J. Sel. Areas Inf. Theory 2(3): 954-969 (2021) - [j13]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty:
Model-Free Optimal Control of Linear Multiagent Systems via Decomposition and Hierarchical Approximation. IEEE Trans. Control. Netw. Syst. 8(3): 1069-1081 (2021) - [c50]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty:
Decomposability and Parallel Computation of Multi-Agent LQR. ACC 2021: 4527-4532 - [c49]He Bai, Kinjal Bhar, Jemin George, Carl E. Busart:
Distributed Bayesian Parameter Inference for Physics-Informed Neural Networks. CDC 2021: 2911-2916 - [c48]Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi:
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization. ISIT 2021: 1212-1217 - [i12]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma:
Learning Distributed Stabilizing Controllers for Multi-Agent Systems. CoRR abs/2103.04480 (2021) - [i11]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma:
Asynchronous Distributed Reinforcement Learning for LQR Control via Zeroth-Order Block Coordinate Descent. CoRR abs/2107.12416 (2021) - 2020
- [j12]Tao Yang, Jemin George, Jiahu Qin, Xinlei Yi, Junfeng Wu:
Distributed least squares solver for network linear equations. Autom. 113: 108798 (2020) - [j11]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty:
Model-Free Reinforcement Learning of Minimal-Cost Variance Control. IEEE Control. Syst. Lett. 4(4): 916-921 (2020) - [c47]Jemin George, Prudhvi Gurram:
Distributed Stochastic Gradient Descent with Event-Triggered Communication. AAAI 2020: 7169-7178 - [c46]Jemin George, Anjaly Parayil, Cemal Tugrul Yilmaz, Bethany L. Allik, He Bai, Aranya Chakrabortty:
Multi-Agent Coordination for Distributed Transmit Beamforming. ACC 2020: 144-149 - [c45]Cemal Tugrul Yilmaz, Jemin George, Aranya Chakrabortty:
Observer-Based Extremum Seeking Control of Static Maps with Delays. ACC 2020: 162-167 - [c44]He Bai, Jemin George, Aranya Chakrabortty:
Hierarchical Control of Multi-Agent Systems using Online Reinforcement Learning. ACC 2020: 340-345 - [c43]Tzanis Anevlavis, Jonathan Bunton, Anjaly Parayil, Jemin George, Paulo Tabuada:
To beam or not to beam? Beamforming with submodularity-inspired group sparsity. CDC 2020: 390-395 - [c42]Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi:
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization. CDC 2020: 3449-3456 - [c41]Boya Sun, Jemin George, Solmaz S. Kia:
High-Resolution Modeling of the Fastest First-Order Optimization Method for Strongly Convex Functions. CDC 2020: 4237-4242 - [c40]Anjaly Parayil, Jemin George:
Distributed Tracking and Circumnavigation Using Bearing Measurements. ICASSP 2020: 4885-4889 - [c39]Jemin George, Cemal Tugrul Yilmaz, Anjaly Parayil, Aranya Chakrabortty:
A Model-Free Approach to Distributed Transmit Beamforming. ICASSP 2020: 5170-5174 - [c38]Anjaly Parayil, He Bai, Jemin George, Prudhvi Gurram:
Decentralized Langevin Dynamics for Bayesian Learning. NeurIPS 2020 - [i10]Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi:
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization. CoRR abs/2005.07041 (2020) - [i9]Anjaly Parayil, He Bai, Jemin George, Prudhvi Gurram:
A Decentralized Approach to Bayesian Learning. CoRR abs/2007.06799 (2020) - [i8]He Bai, Jemin George, Aranya Chakrabortty:
Hierarchical Control of Multi-Agent Systems using Online Reinforcement Learning. CoRR abs/2007.14186 (2020) - [i7]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty:
Model-Free Optimal Control of Linear Multi-Agent Systems via Decomposition and Hierarchical Approximation. CoRR abs/2008.06604 (2020) - [i6]Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty:
Hierarchical Reinforcement Learning for Optimal Control of Linear Multi-Agent Systems: the Homogeneous Case. CoRR abs/2010.08615 (2020)
2010 – 2019
- 2019
- [j10]Jemin George, Randy A. Freeman:
Robust Dynamic Average Consensus Algorithms. IEEE Trans. Autom. Control. 64(11): 4615-4622 (2019) - [c37]Jemin George, Ananthram Swami:
Evolution of Cooperation in Network of Interacting Agents. ACC 2019: 3376-3381 - [c36]Jemin George, Tao Yang:
Fast Distributed Least-Squares Solver for Linear Time-Varying Equations. ACC 2019: 4092-4097 - [c35]Jemin George, Tao Yang, He Bai, Prudhvi Gurram:
Distributed Stochastic Gradient Method for Non-Convex Problems with Applications in Supervised Learning. CDC 2019: 5538-5543 - [c34]Daniel A. Burbano L., Jemin George, Randy A. Freeman, Kevin M. Lynch:
Inferring Private Information in Wireless Sensor Networks. ICASSP 2019: 4310-4314 - [c33]Jemin George:
Distributed Tracking of Maneuvering Target: A Finite-time Algorithm. ICASSP 2019: 4420-4424 - [c32]Shengjun Zhang, Xinlei Yi, Jemin George, Tao Yang:
Computational Convergence Analysis of Distributed Optimization Algorithms for Directed Graphs. ICCA 2019: 1096-1101 - [c31]Ioannis Agadakos, Gabriela F. Ciocarlie, Bogdan Copos, Michael Emmi, Jemin George, Nandi Leslie, James Michaelis:
Application of Trust Assessment Techniques to IoBT Systems. MILCOM 2019: 833-840 - [i5]Jemin George, Tao Yang, He Bai, Prudhvi Gurram:
Distributed Stochastic Gradient Method for Non-Convex Problems with Applications in Supervised Learning. CoRR abs/1908.06693 (2019) - [i4]Jemin George, Prudhvi Gurram:
Distributed Deep Learning with Event-Triggered Communication. CoRR abs/1909.05020 (2019) - [i3]Jemin George, Anjaly Parayil, He Bai:
Multi-Agent Coordination for Distributed Transmit Beamforming. CoRR abs/1909.10556 (2019) - [i2]Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi:
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization. CoRR abs/1910.14280 (2019) - 2018
- [c30]Jemin George, Matthew L. Elwin, Randy A. Freeman, Kevin M. Lynch:
Distributed Fault Detection and Accommodation in Dynamic Average Consensus. ACC 2018: 5019-5024 - [c29]Jemin George, Xinlei Yi, Tao Yang:
Distributed Robust Dynamic Average Consensus with Dynamic Event-Triggered Communication. CDC 2018: 434-439 - [c28]Wen Du, Xinlei Yi, Jemin George, Karl Henrik Johansson, Tao Yang:
Distributed Optimization with Dynamic Event-Triggered Mechanisms. CDC 2018: 969-974 - [c27]Xinlei Yi, Lisha Yao, Tao Yang, Jemin George, Karl Henrik Johansson:
Distributed Optimization for Second-Order Multi-Agent Systems with Dynamic Event-Triggered Communication. CDC 2018: 3397-3402 - [c26]Jemin George:
Distributed Maximum Likelihood Using Dynamic Average Consensus. ICASSP 2018: 3834-3838 - 2017
- [j9]Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Dong Wang, Lance M. Kaplan, Jemin George, Raghu K. Ganti:
ClariSense+: An enhanced traffic anomaly explanation service using social network feeds. Pervasive Mob. Comput. 41: 381-396 (2017) - [c25]Jemin George, Randy A. Freeman, Kevin M. Lynch:
Robust dynamic average consensus algorithm for signals with bounded derivatives. ACC 2017: 352-357 - [c24]Jemin George, He Bai:
An output feedback approach to robust dynamic average consensus. CDC 2017: 2306-2311 - [c23]Prasanna Giridhar, Shiguang Wang, Tarek F. Abdelzaher, Raghu K. Ganti, Lance M. Kaplan, Jemin George:
On localizing urban events with Instagram. INFOCOM 2017: 1-9 - 2016
- [j8]Jemin George:
A robust estimator for stochastic systems under unknown persistent excitation. Autom. 63: 156-161 (2016) - [j7]Jemin George, Lance M. Kaplan:
A finite point process approach to multi-target localization using transient measurements. Inf. Fusion 32: 62-74 (2016) - [j6]Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Dong Wang, Lance M. Kaplan, Jemin George, Raghu K. Ganti:
ClariSense+: An enhanced traffic anomaly explanation service using social network feeds. Pervasive Mob. Comput. 33: 140-155 (2016) - [c22]Samuel D. Johnson, Jemin George, Raissa M. D'Souza:
Strategic Seeding of Rival Opinions. GAMENETS 2016: 3-12 - [p1]Adam M. Fosbury, John L. Crassidis, Jemin George:
Contextual Tracking in Surface Applications: Algorithms and Design Examples. Context-Enhanced Information Fusion 2016: 339-379 - [i1]Samuel D. Johnson, Jemin George, Raissa M. D'Souza:
Strategic Seeding of Rival Opinions. CoRR abs/1609.06823 (2016) - 2015
- [c21]Theodore Georgiou, Amr El Abbadi, Xifeng Yan, Jemin George:
Mining Complaints for Traffic-Jam Estimation: A Social Sensor Application. ASONAM 2015: 330-335 - [c20]Prasanna Giridhar, Shiguang Wang, Tarek F. Abdelzaher, Jemin George, Lance M. Kaplan, Raghu K. Ganti:
Joint Localization of Events and Sources in Social Networks. DCOSS 2015: 179-188 - [c19]Socrates Deligeorges, C. Lavey, George Cakiades, Jemin George, Y. Wang, F. N. Ez, F. Doyle:
A mobile acoustic sensor fusion network using biologically inspired sensors and synchronization. FUSION 2015: 1717-1723 - [c18]Prasanna Giridhar, Tarek F. Abdelzaher, Jemin George, Lance M. Kaplan:
Event localization and visualization in social networks. INFOCOM Workshops 2015: 35-36 - [c17]Socrates Deligeorges, George Cakiades, Jemin George, Y. Wang, F. Doyle:
A mobile self synchronizing smart sensor array for detection and localization of impulsive threat sources. MFI 2015: 351-356 - [c16]Prasanna Giridhar, Tarek F. Abdelzaher, Jemin George, Lance M. Kaplan:
On quality of event localization from social network feeds. PerCom Workshops 2015: 75-80 - 2014
- [c15]Jemin George, Ananthram Swami:
Binary consensus through binary communication. CDC 2014: 721-726 - [c14]Jemin George, Lance M. Kaplan, Socrates Deligeorges, George Cakiades:
Multi-shooter localization using finite point process. FUSION 2014: 1-7 - [c13]Prasanna Giridhar, Md. Tanvir Al Amin, Tarek F. Abdelzaher, Lance M. Kaplan, Jemin George, Raghu K. Ganti:
ClariSense: Clarifying sensor anomalies using social network feeds. PerCom Workshops 2014: 395-400 - [c12]Nan Li, Huan Sun, Kyle C. Chipman, Jemin George, Xifeng Yan:
A Probabilistic Approach to Uncovering Attributed Graph Anomalies. SDM 2014: 82-90 - 2013
- [j5]Jemin George, Lance M. Kaplan:
Shooter Localization using a Wireless Sensor Network of Soldier-Worn Gunfire Detection Systems. J. Adv. Inf. Fusion 8(1): 15-32 (2013) - [j4]Jemin George:
Robust Kalman-Bucy Filter. IEEE Trans. Autom. Control. 58(1): 174-180 (2013) - [c11]Jemin George:
Robust kalman filtering for discrete-time uncertain stochastic systems. ACC 2013: 2466-2471 - [c10]Jemin George:
An LMI-based robust fault detection and isolation scheme. ACC 2013: 2784-2789 - [c9]Jemin George:
Networked Sensing and Distributed Kalman-Bucy Filtering Based on Dynamic Average Consensus. DCOSS 2013: 175-182 - 2012
- [j3]Jemin George:
Robust fault detection and isolation in stochastic systems. Int. J. Control 85(7): 779-799 (2012) - [c8]Jemin George, Puneet Singla, John L. Crassidis:
Adaptive disturbance accommodating controller for nonlinear stochastic systems. ACC 2012: 1003-1010 - 2011
- [j2]Jemin George, Puneet Singla, John L. Crassidis:
Adaptive stochastic disturbance accommodating control. Int. J. Control 84(2): 310-335 (2011) - [j1]Jemin George, John L. Crassidis, Tarunraj Singh, Adam M. Fosbury:
Anomaly Detection using Context-Aided Target Tracking. J. Adv. Inf. Fusion 6(1): 39-56 (2011) - [c7]Jemin George, Lance M. Kaplan:
Multi-sensor data fusion: An unscented least squares approach. FUSION 2011: 1-8 - [c6]Jemin George, Lance M. Kaplan:
Shooter localization using soldier-worn gunfire detection systems. FUSION 2011: 1-8 - 2010
- [c5]Jemin George, Irene M. Gregory:
Robust fault detection and isolation for stochastic systems. ACC 2010: 5421-5426 - [c4]Jemin George, Richard Linares:
Robust estimator for uncertain stochastic systems. CDC 2010: 5037-5042
2000 – 2009
- 2009
- [c3]Jemin George, Puneet Singla, John L. Crassidis:
Adaptive disturbance accommodating controller for uncertain stochastic systems. ACC 2009: 2599-2605 - [c2]Jemin George, John L. Crassidis, Tarunraj Singh:
Threat assessment using context-based tracking in a maritime environment. FUSION 2009: 187-194 - 2004
- [c1]Tarek F. Abdelzaher, Brian M. Blum, Qing Cao, Yong Chen, David Evans, Jemin George, Selvin George, Lin Gu, Tian He, Sudha Krishnamurthy, Liqian Luo, Sang Hyuk Son, Jack A. Stankovic, Radu Stoleru, Anthony D. Wood:
EnviroTrack: Towards an Environmental Computing Paradigm for Distributed Sensor Networks. ICDCS 2004: 582-589
Coauthor Index
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