Gautam Dasarathy
Gautam Dasarathy
Assistant Professor, Electrical Engineering, Arizona State University
Verified email at asu.edu - Homepage
Title
Cited by
Cited by
Year
Gaussian process bandit optimisation with multi-fidelity evaluations
K Kandasamy, G Dasarathy, JB Oliva, J Schneider, B Póczos
Advances in neural information processing systems 29, 992-1000, 2016
90*2016
Multi-fidelity bayesian optimisation with continuous approximations
K Kandasamy, G Dasarathy, J Schneider, B Póczos
International Conference on Machine Learning, 1799-1808, 2017
852017
Sketching sparse matrices, covariances, and graphs via tensor products
G Dasarathy, P Shah, BN Bhaskar, RD Nowak
IEEE Transactions on Information Theory 61 (3), 1373-1388, 2015
72*2015
Active clustering: Robust and efficient hierarchical clustering using adaptively selected similarities
B Eriksson, G Dasarathy, A Singh, R Nowak
Proceedings of the Fourteenth International Conference on Artificial …, 2011
632011
Deepcodec: Adaptive sensing and recovery via deep convolutional neural networks
A Mousavi, G Dasarathy, RG Baraniuk
arXiv preprint arXiv:1707.03386, 2017
582017
Toward the practical use of network tomography for internet topology discovery
B Eriksson, G Dasarathy, P Barford, R Nowak
2010 Proceedings IEEE INFOCOM, 1-9, 2010
532010
Efficient network tomography for internet topology discovery
B Eriksson, G Dasarathy, P Barford, R Nowak
IEEE/ACM Transactions on Networking 20 (3), 931-943, 2011
382011
Data requirement for phylogenetic inference from multiple loci: a new distance method
G Dasarathy, R Nowak, S Roch
IEEE/ACM transactions on computational biology and bioinformatics 12 (2 …, 2014
372014
S2: An efficient graph based active learning algorithm with application to nonparametric classification
G Dasarathy, R Nowak, X Zhu
Conference on Learning Theory, 503-522, 2015
352015
Multi-fidelity gaussian process bandit optimisation
K Kandasamy, G Dasarathy, J Oliva, J Schneider, B Poczos
Journal of Artificial Intelligence Research 66, 151-196, 2019
292019
The Multi-fidelity Multi-armed Bandit
K Kandasamy, G Dasarathy, B Poczos, J Schneider
Advances in Neural Information Processing Systems, 1777-1785, 2016
222016
Conveying language through haptics: A multi-sensory approach
N Dunkelberger, J Sullivan, J Bradley, NP Walling, I Manickam, ...
Proceedings of the 2018 ACM International Symposium on Wearable Computers, 25-32, 2018
192018
Mission: Ultra large-scale feature selection using count-sketches
A Aghazadeh, R Spring, D Lejeune, G Dasarathy, A Shrivastava
International Conference on Machine Learning, 80-88, 2018
192018
A data-driven and distributed approach to sparse signal representation and recovery
A Mousavi, G Dasarathy, RG Baraniuk
International Conference on Learning Representations, 2018
142018
Active learning algorithms for graphical model selection
G Dasarathy, A Singh, MF Balcan, JH Park
Artificial Intelligence and Statistics, 1356-1364, 2016
132016
Covariance sketching
G Dasarathy, P Shah, BN Bhaskar, R Nowak
2012 50th Annual Allerton Conference on Communication, Control, and …, 2012
102012
On reliability of content identification from databases based on noisy queries
G Dasarathy, SC Draper
2011 IEEE International Symposium on Information Theory Proceedings, 1066-1070, 2011
82011
New sample complexity bounds for phylogenetic inference from multiple loci
G Dasarathy, R Nowak, S Roch
2014 IEEE International Symposium on Information Theory, 2037-2041, 2014
62014
Regularization via structural label smoothing
W Li, G Dasarathy, V Berisha
International Conference on Artificial Intelligence and Statistics, 1453-1463, 2020
42020
Graph quilting: graphical model selection from partially observed covariances
G Vinci, G Dasarathy, GI Allen
arXiv preprint arXiv:1912.05573, 2019
32019
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