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Gautam Dasarathy
Gautam Dasarathy
Assistant Professor, Electrical Engineering, Arizona State University
Verified email at asu.edu - Homepage
Title
Cited by
Cited by
Year
Multi-fidelity bayesian optimisation with continuous approximations
K Kandasamy, G Dasarathy, J Schneider, B Póczos
International conference on machine learning, 1799-1808, 2017
2362017
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
1782016
Digital medicine and the curse of dimensionality
V Berisha, C Krantsevich, PR Hahn, S Hahn, G Dasarathy, P Turaga, ...
NPJ digital medicine 4 (1), 153, 2021
1632021
Deepcodec: Adaptive sensing and recovery via deep convolutional neural networks
A Mousavi, G Dasarathy, RG Baraniuk
arXiv preprint arXiv:1707.03386, 2017
952017
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
912019
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
87*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
822011
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
632010
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
562015
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
542011
Regularization via structural label smoothing
W Li, G Dasarathy, V Berisha
International Conference on Artificial Intelligence and Statistics, 1453-1463, 2020
502020
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
502014
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
422018
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
412018
State and topology estimation for unobservable distribution systems using deep neural networks
B Azimian, RS Biswas, S Moshtagh, A Pal, L Tong, G Dasarathy
IEEE transactions on instrumentation and measurement 71, 1-14, 2022
382022
Bayesian optimization in high-dimensional spaces: A brief survey
M Malu, G Dasarathy, A Spanias
2021 12th International Conference on Information, Intelligence, Systems …, 2021
362021
The Multi-fidelity Multi-armed Bandit
K Kandasamy, G Dasarathy, B Poczos, J Schneider
Advances in Neural Information Processing Systems, 1777-1785, 2016
352016
A multisensory approach to present phonemes as language through a wearable haptic device
N Dunkelberger, JL Sullivan, J Bradley, I Manickam, G Dasarathy, ...
IEEE Transactions on Haptics 14 (1), 188-199, 2020
332020
Active learning algorithms for graphical model selection
G Dasarathy, A Singh, MF Balcan, JH Park
Artificial Intelligence and Statistics, 1356-1364, 2016
272016
A data-driven and distributed approach to sparse signal representation and recovery
A Mousavi, G Dasarathy, RG Baraniuk
International Conference on Learning Representations, 2018
262018
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