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Robust Model Selection of Non Tree-Structured Gaussian Graphical Models


Nov 10, 2022
Abrar Zahin, Rajasekhar Anguluri, Oliver Kosut, Lalitha Sankar, Gautam Dasarathy

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Transmission Line Parameter Estimation Under Non-Gaussian Measurement Noise


Aug 28, 2022
Antos Cheeramban Varghese, Anamitra Pal, Gautam Dasarathy

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Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version)


Jun 21, 2022
Nafiseh Ghoroghchian, Rajasekhar Anguluri, Gautam Dasarathy, Stark C. Draper

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Learning the Structure of Large Networked Systems Obeying Conservation Laws


Jun 14, 2022
Anirudh Rayas, Rajasekhar Anguluri, Gautam Dasarathy

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A Machine Learning Framework for Event Identification via Modal Analysis of PMU Data


Feb 14, 2022
Nima T. Bazargani, Gautam Dasarathy, Lalitha Sankar, Oliver Kosut

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* 10 pages, submitted to the IEEE Transactions on Power Systems 

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A label efficient two-sample test


Nov 29, 2021
Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha

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Label efficient two-sample test


Nov 17, 2021
Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha

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Pure Exploration in Multi-armed Bandits with Graph Side Information


Aug 02, 2021
Parth K. Thaker, Nikhil Rao, Mohit Malu, Gautam Dasarathy

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State and Topology Estimation for Unobservable Distribution Systems using Deep Neural Networks


Apr 15, 2021
B. Azimian, R. Sen Biswas, A. Pal, Lang Tong, Gautam Dasarathy

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* 9 pages. arXiv admin note: substantial text overlap with arXiv:2011.04272 

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Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model


Feb 25, 2021
Nafiseh Ghoroghchian, Gautam Dasarathy, Stark C. Draper

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