| 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 | 782 | 2014 |
| Exact tensor completion using t-SVD Z Zhang, S Aeron IEEE Transactions on Signal Processing 65 (6), 1511-1526, 2016 | 588 | 2016 |
| Tensor–tensor products with invertible linear transforms E Kernfeld, M Kilmer, S Aeron Linear Algebra and its Applications 485, 545-570, 2015 | 274 | 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 | 207 | 2017 |
| Information theoretic bounds for compressed sensing S Aeron, V Saligrama, M Zhao IEEE Transactions on Information Theory 56 (10), 5111-5130, 2010 | 205 | 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 | 120 | 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 | 112 | 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 | 109 | 2007 |
| 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 |
| 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 | 85 | 2015 |
| 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 | 80 | 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 | 80 | 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 | 77 | 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 | 50 | 2013 |
| Tensor completion by alternating minimization under the tensor train (TT) model W Wang, V Aggarwal, S Aeron arXiv preprint arXiv:1609.05587, 2016 | 46 | 2016 |
| Denoising and completion of 3D data via multidimensional dictionary learning Z Zhang, S Aeron arXiv preprint arXiv:1512.09227, 2015 | 46 | 2015 |
| Clustering multi-way data: A novel algebraic approach E Kernfeld, S Aeron, M Kilmer arXiv preprint arXiv:1412.7056, 2014 | 38 | 2014 |
| Tensor train neighborhood preserving embedding W Wang, V Aggarwal, S Aeron IEEE Transactions on Signal Processing 66 (10), 2724-2732, 2018 | 37 | 2018 |
Venkatesh SaligramaAI Professor and Amazon ScholarVerified email at bu.edu
