Gautam Dasarathy

Citada per

	Totes	Des de 2020
Citacions	2085	1599
Índex h	23	21
Índex i10	29	26

440

220

110

330

2011201220132014201520162017201820192020202120222023202420258 18 27 28 47 44 63 84 155 201 212 295 395 440 53

Accés públic

Mostra-ho tot

28 articles

0 articles

disponibles

no disponibles

Es basa en els requisits de les agències que proporcionen el finançament

Coautors

Robert D NowakKeith and Jane Morgan Nosbusch Professor in ECE, Grace Wahba Professor of Data ScienceCorreu electrònic verificat a wisc.edu
Visar BerishaProfessor, College of Engineering and College of Health Solutions, Arizona State UniversityCorreu electrònic verificat a asu.edu
Kirthevasan KandasamyUniversity of Wisconsin-MadisonCorreu electrònic verificat a cs.wisc.edu
Barnabas PoczosAssociate professor, Carnegie Mellon UniversityCorreu electrònic verificat a cs.cmu.edu
Richard BaraniukC. Sidney Burrus Professor, Electrical & Computer Engineering, Rice UniversityCorreu electrònic verificat a rice.edu
Jeff SchneiderCarnegie Mellon UniversityCorreu electrònic verificat a cs.cmu.edu
Weizhi LiLos Alamos National LaboratoryCorreu electrònic verificat a lanl.gov
Pavan TuragaGeometric Media Lab, Arizona State UniversityCorreu electrònic verificat a asu.edu
Lalitha SankarProfessor, School of Electrical, Computer and Energy Engineering, Arizona State UniversityCorreu electrònic verificat a asu.edu
Mohit MaluSenSIP, Arizona State UniversityCorreu electrònic verificat a asu.edu
Brian ErikssonAdobeCorreu electrònic verificat a adobe.com
Parikshit ShahMIT, University of Wisconsin-Madison, FacebookCorreu electrònic verificat a discovery.wisc.edu
Badri Narayan BhaskarUberCorreu electrònic verificat a uber.com
Junier OlivaAssociate Professor, University of North CarolinaCorreu electrònic verificat a cs.unc.edu
Sebastien RochProfessor of Mathematics, UW MadisonCorreu electrònic verificat a math.wisc.edu
Indu ManickamCorreu electrònic verificat a sandia.gov
Anamitra PalAssociate Professor, Arizona State UniversityCorreu electrònic verificat a asu.edu
Rajasekhar AnguluriUniversity of Maryland, Baltimore CountyCorreu electrònic verificat a umbc.edu
Ali MousaviMicrosoftCorreu electrònic verificat a microsoft.com
Parth ThakerPhD student, Arizona State UniversityCorreu electrònic verificat a asu.edu

Segueix

Gautam Dasarathy

Associate Professor, Electrical Engineering, Arizona State University

Correu electrònic verificat a asu.edu - Pàgina d'inici

Machine Learning Statistics Signal Processing Networked Systems Information Theory


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Multi-fidelity bayesian optimisation with continuous approximations K Kandasamy, G Dasarathy, J Schneider, B Póczos International conference on machine learning, 1799-1808, 2017	270	2017
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	263	2021
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	209	2016
Deepcodec: Adaptive sensing and recovery via deep convolutional neural networks A Mousavi, G Dasarathy, RG Baraniuk arXiv preprint arXiv:1707.03386, 2017	98	2017
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	97	2019
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	96*	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	80	2011
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	67	2022
Regularization via structural label smoothing W Li, G Dasarathy, V Berisha International Conference on Artificial Intelligence and Statistics, 1453-1463, 2020	66	2020
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	65	2010
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	64	2015
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	58	2014
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	57	2011
Bayesian optimization in high-dimensional spaces: A brief survey M Malu, G Dasarathy, A Spanias 2021 12th International Conference on Information, Intelligence, Systems …, 2021	56	2021
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	48	2020
The Multi-fidelity Multi-armed Bandit K Kandasamy, G Dasarathy, B Poczos, J Schneider Advances in Neural Information Processing Systems, 1777-1785, 2016	46	2016
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	45	2018
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	44	2018
A data-driven and distributed approach to sparse signal representation and recovery A Mousavi, G Dasarathy, RG Baraniuk International Conference on Learning Representations, 2018	32	2018
A tunable loss function for robust classification: Calibration, landscape, and generalization T Sypherd, M Diaz, JK Cava, G Dasarathy, P Kairouz, L Sankar IEEE Transactions on Information Theory 68 (9), 6021-6051, 2022	29	2022

En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.

Articles 1–20

Cites per any

Cites duplicades

Cites combinades

Addició de coautorsCoautors

Segueix

Citada per

Coautors