| 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 | 806 | 2014 |
| Exact tensor completion using t-SVD Z Zhang, S Aeron IEEE Transactions on Signal Processing 65 (6), 1511-1526, 2016 | 606 | 2016 |
| Shuchin Aeron, Ning Hao, and Misha Kilmer. Novel methods for multilinear data completion and de-noising based on tensor-svd Z Zhang, G Ely Proceedings of the IEEE conference on computer vision and pattern …, 2014 | 70 | 2014 |
| Denoising and completion of 3D data via multidimensional dictionary learning Z Zhang, S Aeron arXiv preprint arXiv:1512.09227, 2015 | 46 | 2015 |
| An online tensor robust PCA algorithm for sequential 2D data Z Zhang, D Liu, S Aeron, A Vetro 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 33 | 2016 |
| Inferring Smartphone Service Quality using Tensor Methods SA Vaneet Aggarwal, Hongyao Ma, Ajay Mahimkar, Walter Willinger, Zemin Zhang International Conference on Network and Service Management, 2016 | 8* | 2016 |
| Shuchin Aeron, Ning Hao, Misha Kilmer, Novel Factorization Strategies for Higher Order Tensors: Implications for Compression and Recovery of Multi-linear Data Z Zhang, G Ely arXiv preprint arXiv.1307.0805, 2013 | 8 | 2013 |
| A novel algebraic framework for processing multidimensional data: theory and application Z Zhang Tufts University, 2017 | 3 | 2017 |
| System and method for processing images using online tensor robust principal component analysis D Liu, Z Zhang, A Vetro US Patent 10,217,018, 2019 | 2 | 2019 |
| A novel tensor algebraic approach for high-dimensional outlier detection under data misalignment B Fan, Z Zhang, S Aeron 2016 IEEE International Conference on Image Processing (ICIP), 3628-3632, 2016 | 1 | 2016 |
Shuchin AeronElectrical and Computer Engineering, Tufts UniversityVerified email at ece.tufts.edu
