Shuchin Aeron
Shuchin Aeron
Associate Professor, ECE, Tufts University
Verified email at ece.tufts.edu
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
4322014
Exact tensor completion using t-SVD
Z Zhang, S Aeron
IEEE Transactions on Signal Processing 65 (6), 1511-1526, 2016
3122016
Information theoretic bounds for compressed sensing
S Aeron, V Saligrama, M Zhao
IEEE Transactions on Information Theory 56 (10), 5111-5130, 2010
1782010
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
1082004
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
1062007
Efficient low rank tensor ring completion
W Wang, V Aggarwal, S Aeron
Proceedings of the IEEE International Conference on Computer Vision, 5697-5705, 2017
962017
Tensor–tensor products with invertible linear transforms
E Kernfeld, M Kilmer, S Aeron
Linear Algebra and its Applications 485, 545-570, 2015
912015
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
892015
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
792013
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
752008
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, 984809, 2016
532016
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
492015
Dispersion extraction for acoustic data using time frequency analysis
S Bose, HP Valero, S Aeron
US Patent 7,649,805, 2010
462010
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
402013
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
372018
Tensor completion by alternating minimization under the tensor train (TT) model
W Wang, V Aggarwal, S Aeron
arXiv preprint arXiv:1609.05587, 2016
372016
Denoising and completion of 3D data via multidimensional dictionary learning
Z Zhang, S Aeron
arXiv preprint arXiv:1512.09227, 2015
342015
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
302019
Clustering multi-way data: A novel algebraic approach
E Kernfeld, S Aeron, M Kilmer
arXiv preprint arXiv:1412.7056, 2014
242014
Tensor train neighborhood preserving embedding
W Wang, V Aggarwal, S Aeron
IEEE Transactions on Signal Processing 66 (10), 2724-2732, 2018
212018
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