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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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Collaborations and top research areas from the last five years
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CAREER: Learning and Leveraging the Structure of Large Graphs: Novel Theory and Algorithms
Dasarathy, G. (PI)
National Science Foundation (NSF)
9/1/21 → 8/31/26
Project: Research project
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SenSIP Project: Artificial Intelligence Algorithms for Power Converters
Allee, D. (CoI), Dasarathy, G. (CoI) & Spanias, A. (PI)
INDUSTRY: Various Consortium Members
1/1/23 → 12/31/24
Project: Research project
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PIPP Phase I: Computational foundations for bio-social modeling of unseen pandemics
Pedrielli, G. (CoI), Lim, E. (CoI), Lant, T. (CoI), Johnston, E. (CoI), Dasarathy, G. (CoI), Trieu, N. (CoI), Rivera, D. (CoI), Turaga, P. (PI), Li, W. (CoI), Halden, R. (CoI), Woodbury, N. (CoI), Solis, P. (CoI), Simeone, M. (CoI), Berisha, V. (CoI), Buman, M. (CoI), Sankar, L. (CoI) & Kelbauskas, L. (CoI)
National Science Foundation (NSF)
9/15/22 → 2/29/24
Project: Research project
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MaCRoLearn: Manifold Controls for Robust Learning
Dasarathy, G. (CoI), Turaga, P. (PI) & Berisha, V. (CoI)
DOD: Defense Advanced Research Projects Agency (DARPA)
4/4/22 → 12/31/23
Project: Research project
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Collaborative Research: MLWiNS: Distributed Learning over Multi-Access Channels: From Bandlimited Coordinate Descent to Gradient Sketching
Dasarathy, G. (PI)
National Science Foundation (NSF)
11/1/21 → 10/31/24
Project: Research project
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A Machine Learning Framework for Event Identification via Modal Analysis of PMU Data
Taghipourbazargani, N., Dasarathy, G., Sankar, L. & Kosut, O., Sep 1 2023, In: IEEE Transactions on Power Systems. 38, 5, p. 4165-4176 12 p.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Class GP: Gaussian Process Modeling for Heterogeneous Functions
Malu, M., Pedrielli, G., Dasarathy, G. & Spanias, A., 2023, Learning and Intelligent Optimization - 17th International Conference, LION 17, Revised Selected Papers. Sellmann, M. & Tierney, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 408-423 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14286 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Differential Analysis for Networks Obeying Conservation Laws
Rayas, A., Anguluri, R., Cheng, J. & Dasarathy, G., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Nonparanormal graph quilting with applications to calcium imaging
Chang, A., Zheng, L., Dasarathy, G. & Allen, G. I., Jan 1 2023, In: Stat. 12, 1, e623.Research output: Contribution to journal › Article › peer-review
Open Access -
Transmission Line Parameter Estimation under Non-Gaussian Measurement Noise
Varghese, A. C., Pal, A. & Dasarathy, G., Jul 1 2023, In: IEEE Transactions on Power Systems. 38, 4, p. 3147-3162 16 p.Research output: Contribution to journal › Article › peer-review
Open Access13 Scopus citations
Press/Media
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Arizona State University: Electrical Engineering Postdoc Wins Fellowship To Fund Research, Assist Startup
Kosut, O., Dasarathy, G. & Sankar, L.
1/10/23
1 item of Media coverage
Press/Media: Press / Media
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Electrical engineering postdoc prestige
Kosut, O., Sankar, L. & Dasarathy, G.
1/9/23
2 items of Media coverage
Press/Media: Press / Media
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How will the world respond to knowing climate change can help spread disease
Dasarathy, G., Solis, P. & Lant, T.
6/7/22
1 item of Media coverage
Press/Media: Press / Media
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Climate change can help spread disease
Dasarathy, G., Solis, P. & Lant, T.
6/2/22
1 item of Media coverage
Press/Media: Press / Media
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How will the world respond to climate change and COVID?
Dasarathy, G., Solis, P. & Lant, T.
6/1/22
2 items of Media coverage
Press/Media: Press / Media