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Gautam Dasarathy

Assistant Professor

  • 199 Citations
  • 9 h-Index
20102019

Research output per year

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Research Output

  • 199 Citations
  • 9 h-Index
  • 14 Conference contribution
  • 4 Article
  • 4 Conference article
  • 2 Paper

A data-driven and distributed approach to sparse signal representation and recovery

Mousavi, A., Dasarathy, G. & Baraniuk, R. G., Jan 1 2019.

Research output: Contribution to conference › Paper

    • 3 Scopus citations

    Distance-Penalized Active Learning via Markov Decision Processes

    Wang, D., Lipor, J. & Dasarathy, G., Jun 2019, 2019 IEEE Data Science Workshop, DSW 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 155-159 5 p. 8755602. (2019 IEEE Data Science Workshop, DSW 2019 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Gaussian Graphical Model Selection from Size Constrained Measurements

    Dasarathy, G., Jul 2019, 2019 IEEE International Symposium on Information Theory, ISIT 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1302-1306 5 p. 8849299. (IEEE International Symposium on Information Theory - Proceedings; vol. 2019-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • IdeoTrace: A framework for ideology tracing with a case study on the 2016 U.S. presidential election

    Manickam, I., Lan, A. S., Dasarathy, G. & Baraniuk, R. G., Aug 27 2019, Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019. Spezzano, F., Chen, W. & Xiao, X. (eds.). Association for Computing Machinery, Inc, p. 274-281 8 p. (Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Multi-fidelity Gaussian process bandit optimisation

    Kandasamy, K., Dasarathy, G., Oliva, J., Schneider, J. & Póczos, B., Sep 1 2019, In : Journal of Artificial Intelligence Research. 66, p. 151-196 46 p.

    Research output: Contribution to journal › Article

    Open Access

    • Projects

    Collaborative Research: High-dimensional spatio-temporal data science for a resilient power grid: Towards real-time integration of synchrophasor data

    Sankar, L., Dasarathy, G., Kosut, O., Pal, A. & Bryan, C.

    National Science Foundation (NSF)

    9/1/19 → 8/31/21

    Project: Research project