Jemin George

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 64

Top Topics

Reinforcement Learning

Stochastic Gradient

Top Venues

Publications

Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart
Reinforcement Learning with an Abrupt Model Change. CoRR (2023)
Wuxia Chen, Taposh Banerjee, Jemin George, Carl E. Busart
Reinforcement Learning with An Abrupt Model Change. WSC (2023)
Kinjal Bhar, He Bai, Jemin George, Carl E. Busart
Distributed event-triggered unadjusted Langevin algorithm for Bayesian learning. Autom. 156 (2023)
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) (2023)
Kinjal Bhar, He Bai, Jemin George, Carl E. Busart
Asynchronous Local Computations in Distributed Bayesian Learning. CoRR (2023)
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) (2023)
Kinjal Bhar, He Bai, Jemin George, Carl E. Busart
Asynchronous Bayesian Learning over a Network. CoRR (2022)
Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma
A Scalable Graph-Theoretic Distributed Framework for Cooperative Multi-Agent Reinforcement Learning. CoRR (2022)
Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma
Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph. CoRR (2022)
Xingchi Liu, Chenyi Lyu, Jemin George, Tien Pham, Lyudmila Mihaylova
A Learning Distributed Gaussian Process Approach for Target Tracking over Sensor Networks. FUSION (2022)
Kinjal Bhar, He Bai, Jemin George, Carl E. Busart
Asynchronous Bayesian Learning over a Network. CDC (2022)
Paulo Heredia, Jemin George, Shaoshuai Mou
Distributed Offline Reinforcement Learning. CDC (2022)
Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma
Learning Distributed Stabilizing Controllers for Multi-Agent Systems. IEEE Control. Syst. Lett. 6 (2022)
Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma
Distributed Cooperative Multi-Agent Reinforcement Learning with Directed Coordination Graph. ACC (2022)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization. ISIT (2021)
Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty
Decomposability and Parallel Computation of Multi-Agent LQR. ACC (2021)
Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma
Learning Distributed Stabilizing Controllers for Multi-Agent Systems. CoRR (2021)
He Bai, Kinjal Bhar, Jemin George, Carl Busart
Distributed Bayesian Parameter Inference for Physics-Informed Neural Networks. CDC (2021)
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) (2021)
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 (2021)
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) (2021)
Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty
Model-Free Optimal Control of Linear Multi-Agent Systems via Decomposition and Hierarchical Approximation. CoRR (2020)
Jemin George, Anjaly Parayil, Cemal Tugrul Yilmaz, Bethany L. Allik, He Bai, Aranya Chakrabortty
Multi-Agent Coordination for Distributed Transmit Beamforming. ACC (2020)
Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty
Model-Free Reinforcement Learning of Minimal-Cost Variance Control. IEEE Control. Syst. Lett. 4 (4) (2020)
Tzanis Anevlavis, Jonathan Bunton, Anjaly Parayil, Jemin George, Paulo Tabuada
To beam or not to beam? Beamforming with submodularity-inspired group sparsity. CDC (2020)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SQuARM-SGD: Communication-Efficient Momentum SGD for Decentralized Optimization. CoRR (2020)
Tao Yang, Jemin George, Jiahu Qin, Xinlei Yi, Junfeng Wu
Distributed least squares solver for network linear equations. Autom. 113 (2020)
He Bai, Jemin George, Aranya Chakrabortty
Hierarchical Control of Multi-Agent Systems using Online Reinforcement Learning. CoRR (2020)
He Bai, Jemin George, Aranya Chakrabortty
Hierarchical Control of Multi-Agent Systems using Online Reinforcement Learning. ACC (2020)
Boya Sun, Jemin George, Solmaz S. Kia
High-Resolution Modeling of the Fastest First-Order Optimization Method for Strongly Convex Functions. CDC (2020)
Jemin George, Cemal Tugrul Yilmaz, Anjaly Parayil, Aranya Chakrabortty
A Model-Free Approach to Distributed Transmit Beamforming. ICASSP (2020)
Anjaly Parayil, He Bai, Jemin George, Prudhvi Gurram
Decentralized Langevin Dynamics for Bayesian Learning. NeurIPS (2020)
Anjaly Parayil, He Bai, Jemin George, Prudhvi Gurram
A Decentralized Approach to Bayesian Learning. CoRR (2020)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization. CDC (2020)
Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty
Hierarchical Reinforcement Learning for Optimal Control of Linear Multi-Agent Systems: the Homogeneous Case. CoRR (2020)
Cemal Tugrul Yilmaz, Jemin George, Aranya Chakrabortty
Observer-Based Extremum Seeking Control of Static Maps with Delays. ACC (2020)
Jemin George, Prudhvi Gurram
Distributed Stochastic Gradient Descent with Event-Triggered Communication. AAAI (2020)
Anjaly Parayil, Jemin George
Distributed Tracking and Circumnavigation Using Bearing Measurements. ICASSP (2020)
Jemin George, Tao Yang, He Bai, Prudhvi Gurram
Distributed Stochastic Gradient Method for Non-Convex Problems with Applications in Supervised Learning. CoRR (2019)
Jemin George, Prudhvi Gurram
Distributed Deep Learning with Event-Triggered Communication. CoRR (2019)
Jemin George
Distributed Tracking of Maneuvering Target: A Finite-time Algorithm. ICASSP (2019)
Jemin George, Anjaly Parayil, He Bai
Multi-Agent Coordination for Distributed Transmit Beamforming. CoRR (2019)
Navjot Singh, Deepesh Data, Jemin George, Suhas N. Diggavi
SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization. CoRR (2019)
Jemin George, Ananthram Swami
Evolution of Cooperation in Network of Interacting Agents. ACC (2019)
Daniel A. Burbano L., Jemin George, Randy A. Freeman, Kevin M. Lynch
Inferring Private Information in Wireless Sensor Networks. ICASSP (2019)
Jemin George, Randy A. Freeman
Robust Dynamic Average Consensus Algorithms. IEEE Trans. Autom. Control. 64 (11) (2019)
Jemin George, Tao Yang, He Bai, Prudhvi Gurram
Distributed Stochastic Gradient Method for Non-Convex Problems with Applications in Supervised Learning. CDC (2019)
Shengjun Zhang, Xinlei Yi, Jemin George, Tao Yang
Computational Convergence Analysis of Distributed Optimization Algorithms for Directed Graphs. ICCA (2019)
Jemin George, Tao Yang
Fast Distributed Least-Squares Solver for Linear Time-Varying Equations. ACC (2019)
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)
Jemin George, Matthew L. Elwin, Randy A. Freeman, Kevin M. Lynch
Distributed Fault Detection and Accommodation in Dynamic Average Consensus. ACC (2018)
Jemin George
Distributed Maximum Likelihood Using Dynamic Average Consensus. ICASSP (2018)
Wen Du, Xinlei Yi, Jemin George, Karl Henrik Johansson, Tao Yang
Distributed Optimization with Dynamic Event-Triggered Mechanisms. CDC (2018)
Jemin George, Xinlei Yi, Tao Yang
Distributed Robust Dynamic Average Consensus with Dynamic Event-Triggered Communication. CDC (2018)
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)
Jemin George, He Bai
An output feedback approach to robust dynamic average consensus. CDC (2017)
Jemin George, Randy A. Freeman, Kevin M. Lynch
Robust dynamic average consensus algorithm for signals with bounded derivatives. ACC (2017)
Prasanna Giridhar, Shiguang Wang, Tarek F. Abdelzaher, Raghu K. Ganti, Lance M. Kaplan, Jemin George
On localizing urban events with Instagram. INFOCOM (2017)
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 (2017)
Samuel D. Johnson, Jemin George, Raissa M. D'Souza
Strategic Seeding of Rival Opinions. GAMENETS (2016)
Samuel D. Johnson, Jemin George, Raissa M. D'Souza
Strategic Seeding of Rival Opinions. CoRR (2016)
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 (2016)
Jemin George, Lance M. Kaplan
A finite point process approach to multi-target localization using transient measurements. Inf. Fusion 32 (2016)
Jemin George
A robust estimator for stochastic systems under unknown persistent excitation. Autom. 63 (2016)
Prasanna Giridhar, Tarek F. Abdelzaher, Jemin George, Lance M. Kaplan
On quality of event localization from social network feeds. PerCom Workshops (2015)
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)
Theodore Georgiou, Amr El Abbadi, Xifeng Yan, Jemin George
Mining Complaints for Traffic-Jam Estimation: A Social Sensor Application. ASONAM (2015)
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)
Prasanna Giridhar, Tarek F. Abdelzaher, Jemin George, Lance M. Kaplan
Event localization and visualization in social networks. INFOCOM Workshops (2015)
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)
Nan Li, Huan Sun, Kyle C. Chipman, Jemin George, Xifeng Yan
A Probabilistic Approach to Uncovering Attributed Graph Anomalies. SDM (2014)
Jemin George, Lance M. Kaplan, Socrates Deligeorges, George Cakiades
Multi-shooter localization using finite point process. FUSION (2014)
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)
Jemin George, Ananthram Swami
Binary consensus through binary communication. CDC (2014)
Jemin George
Robust Kalman-Bucy Filter. IEEE Trans. Autom. Control. 58 (1) (2013)
Jemin George, Lance M. Kaplan
Shooter Localization using a Wireless Sensor Network of Soldier-Worn Gunfire Detection Systems. J. Adv. Inf. Fusion 8 (1) (2013)
Jemin George
An LMI-based robust fault detection and isolation scheme. ACC (2013)
Jemin George
Robust kalman filtering for discrete-time uncertain stochastic systems. ACC (2013)
Jemin George
Networked Sensing and Distributed Kalman-Bucy Filtering Based on Dynamic Average Consensus. DCOSS (2013)
Jemin George, Puneet Singla, John L. Crassidis
Adaptive disturbance accommodating controller for nonlinear stochastic systems. ACC (2012)
Jemin George
Robust fault detection and isolation in stochastic systems. Int. J. Control 85 (7) (2012)
Jemin George, Lance M. Kaplan
Multi-sensor data fusion: An unscented least squares approach. FUSION (2011)
Jemin George, Puneet Singla, John L. Crassidis
Adaptive stochastic disturbance accommodating control. Int. J. Control 84 (2) (2011)
Jemin George, John L. Crassidis, Tarunraj Singh, Adam M. Fosbury
Anomaly Detection using Context-Aided Target Tracking. J. Adv. Inf. Fusion 6 (1) (2011)
Jemin George, Lance M. Kaplan
Shooter localization using soldier-worn gunfire detection systems. FUSION (2011)
Jemin George, Richard Linares
Robust estimator for uncertain stochastic systems. CDC (2010)
Jemin George, Irene M. Gregory
Robust fault detection and isolation for stochastic systems. ACC (2010)
Jemin George, John L. Crassidis, Tarunraj Singh
Threat assessment using context-based tracking in a maritime environment. FUSION (2009)
Jemin George, Puneet Singla, John L. Crassidis
Adaptive disturbance accommodating controller for uncertain stochastic systems. ACC (2009)
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)