Shuchin Aeron
Shuchin Aeron
Associate Professor, ECE, Tufts University
Verified email at ece.tufts.edu - Homepage
TitleCited byYear
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
2342014
Information theoretic bounds for compressed sensing
S Aeron, V Saligrama, M Zhao
IEEE Transactions on Information Theory 56 (10), 5111-5130, 2010
1632010
Exact tensor completion using t-SVD
Z Zhang, S Aeron
IEEE Transactions on Signal Processing 65 (6), 1511-1526, 2016
1562016
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
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
1002004
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
662015
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
662013
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
642008
Low-tubal-rank tensor completion using alternating minimization
XY Liu, S Aeron, V Aggarwal, X Wang
IEEE Transactions on Information Theory, 2019
452019
Efficient low rank tensor ring completion
W Wang, V Aggarwal, S Aeron
Proceedings of the IEEE International Conference on Computer Vision, 5697-5705, 2017
412017
Dispersion extraction for acoustic data using time frequency analysis
S Bose, HP Valero, S Aeron
US Patent 7,649,805, 2010
402010
Tensor–tensor products with invertible linear transforms
E Kernfeld, M Kilmer, S Aeron
Linear Algebra and its Applications 485, 545-570, 2015
322015
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
312013
On sensing capacity of sensor networks for a class of linear observation models
S Aeron, M Zhao, V Saligrama
2007 IEEE/SP 14th Workshop on Statistical Signal Processing, 388-392, 2007
282007
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
262015
Tensor completion by alternating minimization under the tensor train (TT) model
W Wang, V Aggarwal, S Aeron
arXiv preprint arXiv:1609.05587, 2016
212016
Clustering multi-way data: A novel algebraic approach
E Kernfeld, S Aeron, M Kilmer
arXiv preprint arXiv:1412.7056, 2014
182014
Broadband dispersion extraction using simultaneous sparse penalization
S Aeron, S Bose, HP Valero, V Saligrama
IEEE Transactions on Signal Processing 59 (10), 4821-4837, 2011
182011
Denoising and completion of 3D data via multidimensional dictionary learning
Z Zhang, S Aeron
arXiv preprint arXiv:1512.09227, 2015
162015
Information theoretic bounds to sensing capacity of sensor networks under fixed SNR
S Aeron, M Zhao, V Saligrama
2007 IEEE Information Theory Workshop, 84-89, 2007
162007
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