Gautam Dasarathy

Assistant Professor

  • 164 Citations
  • 7 h-Index
20102021
If you made any changes in Pure, your changes will be visible here soon.

Fingerprint 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.

Covariance matrix Engineering & Materials Science
Active Learning Mathematics
Graphical Models Mathematics
Phylogenetics Mathematics
Model Selection Mathematics
Recovery Engineering & Materials Science
Learning algorithms Engineering & Materials Science
Tomography Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2010 2019

  • 164 Citations
  • 7 h-Index
  • 13 Conference contribution
  • 4 Conference article
  • 3 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 conferencePaper

Recovery
Maximum likelihood
experiment
learning
Data-driven

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 proceedingConference contribution

Sampling
Costs
Classifiers
Problem-Based Learning

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 proceedingConference contribution

Gaussian Model
Graphical Models
Model Selection
Combinatorial Design
Requirements
1 Citation (Scopus)

Quantile Search with Time-Varying Search Parameter

Lipor, J. & Dasarathy, G., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 1016-1018 3 p. 8645332. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
Tuning
Costs
Problem-Based Learning
10 Citations (Scopus)

Conveying language through haptics: A multi-sensory approach

Dunkelberger, N., Sullivan, J., Bradley, J., Walling, N. P., Manickam, I., Dasarathy, G., Israr, A., Lau, F. W. Y., Klumb, K., Knott, B., Abnousi, F., Baraniuk, R. & O’Malley, M. K., Oct 8 2018, ISWC 2018 - Proceedings of the 2018 ACM International Symposium on Wearable Computers. Association for Computing Machinery, p. 25-32 8 p. (Proceedings - International Symposium on Wearable Computers, ISWC).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Conveying
Teaching
Acoustics
Communication

Projects 2019 2021