Gautam Dasarathy, Ph.D.

Affiliations: 
2014 Electrical Engineering University of Wisconsin, Madison, Madison, WI 
Area:
Electronics and Electrical Engineering, Computer Engineering
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"Gautam Dasarathy"

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Stark Draper grad student 2014 UW Madison
 (Data Efficient and Robust Algorithms for Reconstructing Large Graphs.)
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Publications

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Dasarathy G, Nowak R, Roch S. (2015) Data Requirement for Phylogenetic Inference from Multiple Loci: A New Distance Method. Ieee/Acm Transactions On Computational Biology and Bioinformatics / Ieee, Acm. 12: 422-32
Dasarathy G, Shah P, Bhaskar BN, et al. (2015) Sketching sparse matrices, covariances, and graphs via tensor products Ieee Transactions On Information Theory. 61: 1373-1388
Dasarathy G, Nowak R, Zhu X. (2015) S2: An efficient graph based active learning algorithm with application to nonparametric classification Journal of Machine Learning Research. 40
Dasarathy G, Nowak R, Roch S. (2014) New sample complexity bounds for phylogenetic inference from multiple loci Ieee International Symposium On Information Theory - Proceedings. 2037-2041
Eriksson B, Dasarathy G, Barford P, et al. (2012) Efficient network tomography for internet topology discovery Ieee/Acm Transactions On Networking. 20: 931-943
Dasarathy G, Shah P, Bhaskar BN, et al. (2012) Covariance sketching 2012 50th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2012. 1026-1033
Dasarathy G, Draper SC. (2011) On reliability of content identification from databases based on noisy queries Ieee International Symposium On Information Theory - Proceedings. 1066-1070
Eriksson B, Dasarathy G, Singh A, et al. (2011) Active clustering: Robust and efficient hierarchical clustering using adaptively selected similarities Journal of Machine Learning Research. 15: 260-268
Eriksson B, Dasarathy G, Barford P, et al. (2010) Toward the practical use of network tomography for internet topology discovery Proceedings - Ieee Infocom
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