Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Gautam Dasarathy is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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A Graph-Based Approach to Boundary Estimation with Mobile Sensors
Stalley, S. O., Wang, D., Dasarathy, G. & Lipor, J., Apr 1 2022, In: IEEE Robotics and Automation Letters. 7, 2, p. 4991-4998 8 p.Research output: Contribution to journal › Article › peer-review
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A stochastic Farris transform for genetic data under the multispecies coalescent with applications to data requirements
Dasarathy, G., Mossel, E., Nowak, R. & Roch, S., Apr 2022, In: Journal Of Mathematical Biology. 84, 5, 36.Research output: Contribution to journal › Article › peer-review
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A Tunable Loss Function for Robust Classification: Calibration, Landscape, and Generalization
Sypherd, T., Diaz, M., Cava, J. K., Dasarathy, G., Kairouz, P. & Sankar, L., 2022, (Accepted/In press) In: IEEE Transactions on Information Theory.Research output: Contribution to journal › Article › peer-review
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Grid Topology Identification with Hidden Nodes via Structured Norm Minimization
Anguluri, R., Dasarathy, G., Kosut, O. & Sankar, L., 2022, In: IEEE Control Systems Letters. 6, p. 1244-1249 6 p., 9458999.Research output: Contribution to journal › Article › peer-review
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State and Topology Estimation for Unobservable Distribution Systems Using Deep Neural Networks
Azimian, B., Biswas, R. S., Moshtagh, S., Pal, A., Tong, L. & Dasarathy, G., 2022, In: IEEE Transactions on Instrumentation and Measurement. 71, 9003514.Research output: Contribution to journal › Article › peer-review
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MaCRoLearn: Manifold Controls for Robust Learning
Dasarathy, G., Turaga, P. & Berisha, V.
DOD: Defense Advanced Research Projects Agency (DARPA)
4/4/22 → 1/3/23
Project: Research project
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CAREER: Learning and Leveraging the Structure of Large Graphs: Novel Theory and Algorithms
National Science Foundation (NSF)
9/1/21 → 8/31/26
Project: Research project
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Active meta learning
DOD-NAVY: Office of Naval Research (ONR)
5/26/21 → 5/25/24
Project: Research project
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Graphical Models from Partially Observed Interactions with Biomedical Applications
HHS-NIH: National Institute of General Medical Sciences (NIGMS)
8/1/20 → 7/31/23
Project: Research project