Shuchin Aeron

Cited by

	All	Since 2020
Citations	4134	2581
h-index	23	19
i10-index	50	33

600

300

150

450

20052006200720082009201020112012201320142015201620172018201920202021202220232024202514 25 24 47 52 51 52 63 80 82 95 136 199 246 377 391 463 522 502 599 100

Public access

View all

35 articles

5 articles

available

not available

Based on funding mandates

Co-authors

Venkatesh SaligramaAI Professor and Amazon ScholarVerified email at bu.edu
Vaneet AggarwalPurdue UniversityVerified email at purdue.edu
Misha KilmerTufts UniversityVerified email at tufts.edu
Gregory ElyMassachusetts Institute of TechnologyVerified email at mit.edu
Zemin ZhangSoftware Engineer at GoogleVerified email at google.com
HP ValeroSchlumbergerVerified email at slb.com
Manqi ZhaoGoogle Inc.Verified email at google.com
Ning HaoTufts UniversityVerified email at alumni.tufts.edu
Eric MillerTufts UniversityVerified email at tufts.edu
Wenqi WangResearch Scientist, FacebookVerified email at fb.com
Xiao-Yang LiuColumbia UniversityVerified email at columbia.edu
Sameer SonkusaleTufts University, Electrical and Computer, Biomedical, Chemical and Biological EngineeringVerified email at ece.tufts.edu
Onur SavasBlueHaloVerified email at bluehalo.com
David CastanonProfessor of Electrical and Computer Engineering, Boston UniversityVerified email at bu.edu
George AtiaProfessor, University of Central FloridaVerified email at ucf.edu
Bo FanSenior Research Scientist, Motorola Solutions IncVerified email at motorolasolutions.com
Timothy M HancockRaytheonVerified email at ieee.org
Arvind K. SaibabaAssociate Professor, North Carolina State UniversityVerified email at ncsu.edu
Xiaozhe HuTufts UniversityVerified email at tufts.edu
Usman A. KhanProfessor, ECE and CS, Tufts University, Amazon Scholar at Amazon RoboticsVerified email at ece.tufts.edu

Shuchin Aeron

Electrical and Computer Engineering, Tufts University

Verified email at ece.tufts.edu - Homepage

Signal Processing Machine Learning High-dim Statistics Optimal Transport


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Novel methods for multilinear data completion and de-noising based on tensor-SVD Z Zhang, G Ely, S Aeron, N Hao, M Kilmer Proceedings of the IEEE conference on computer vision and pattern …, 2014	822	2014
Exact tensor completion using t-SVD Z Zhang, S Aeron IEEE Transactions on Signal Processing 65 (6), 1511-1526, 2016	623	2016
Tensor–tensor products with invertible linear transforms E Kernfeld, M Kilmer, S Aeron Linear Algebra and its Applications 485, 545-570, 2015	296	2015
Efficient low rank tensor ring completion W Wang, V Aggarwal, S Aeron Proceedings of the IEEE International Conference on Computer Vision, 5697-5705, 2017	213	2017
Information theoretic bounds for compressed sensing S Aeron, V Saligrama, M Zhao IEEE Transactions on Information Theory 56 (10), 5111-5130, 2010	207	2010
Distributed Bayesian hypothesis testing in sensor networks M Alanyali, S Venkatesh, O Savas, S Aeron Proceedings of the 2004 American control conference 6, 5369-5374, 2004	121	2004
Adaptive sampling of RF fingerprints for fine-grained indoor localization XY Liu, S Aeron, V Aggarwal, X Wang, MY Wu IEEE Transactions on Mobile Computing 15 (10), 2411-2423, 2015	117	2015
Wireless Ad Hoc Networks: Strategies and Scaling Laws for the Fixed SNR Regime S Aeron, V Saligrama IEEE Transactions on Information Theory 53 (6), 2044-2059, 2007	110	2007
5D seismic data completion and denoising using a novel class of tensor decompositions G Ely, S Aeron, N Hao, ME Kilmer Geophysics 80 (4), V83-V95, 2015	89	2015
A compressed sensing analog-to-information converter with edge-triggered SAR ADC core M Trakimas, R D'Angelo, S Aeron, T Hancock, S Sonkusale IEEE Transactions on Circuits and Systems I: Regular Papers 60 (5), 1135-1148, 2013	87	2013
Low-tubal-rank tensor completion using alternating minimization XY Liu, S Aeron, V Aggarwal, X Wang IEEE Transactions on Information Theory 66 (3), 1714-1737, 2019	85	2019
A randomized tensor singular value decomposition based on the t‐product J Zhang, AK Saibaba, ME Kilmer, S Aeron Numerical Linear Algebra with Applications 25 (5), e2179, 2018	85	2018
Efficient sensor management policies for distributed target tracking in multihop sensor networks S Aeron, V Saligrama, DA Castanon IEEE Transactions on Signal Processing 56 (6), 2562-2574, 2008	78	2008
Low-tubal-rank tensor completion using alternating minimization XY Liu, S Aeron, V Aggarwal, X Wang Modeling and Simulation for Defense Systems and Applications XI 9848, 86-96, 2016	64	2016
Dispersion extraction for acoustic data using time frequency analysis S Bose, HP Valero, S Aeron US Patent 7,649,805, 2010	54	2010
5D and 4D pre-stack seismic data completion using tensor nuclear norm (TNN) G Ely, S Aeron, N Hao, ME Kilmer SEG Technical Program Expanded Abstracts 2013, 3639-3644, 2013	53	2013
Tensor completion by alternating minimization under the tensor train (TT) model W Wang, V Aggarwal, S Aeron arXiv preprint arXiv:1609.05587, 2016	48	2016
Denoising and completion of 3D data via multidimensional dictionary learning Z Zhang, S Aeron arXiv preprint arXiv:1512.09227, 2015	47	2015
Clustering multi-way data: A novel algebraic approach E Kernfeld, S Aeron, M Kilmer arXiv preprint arXiv:1412.7056, 2014	39	2014
Tensor train neighborhood preserving embedding W Wang, V Aggarwal, S Aeron IEEE Transactions on Signal Processing 66 (10), 2724-2732, 2018	37	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors