| Handbook of robust low-rank and sparse matrix decomposition: Applications in image and video processing T Bouwmans, NS Aybat, E Zahzah CRC Press, 2016 | 124 | 2016 |
| Recursive recovery of sparse signal sequences from compressive measurements: A review N Vaswani, J Zhan IEEE Transactions on Signal Processing 64 (13), 3523-3549, 2016 | 91 | 2016 |
| Robust PCA with partial subspace knowledge J Zhan, N Vaswani IEEE Transactions on Signal Processing 63 (13), 3332-3347, 2015 | 52 | 2015 |
| Online (and offline) robust PCA: Novel algorithms and performance guarantees J Zhan, B Lois, H Guo, N Vaswani Artificial intelligence and statistics, 1488-1496, 2016 | 49 | 2016 |
| What is the best method to fit time-resolved data? A comparison of the residual minimization and the maximum likelihood techniques as applied to experimental time-correlated … K Santra, J Zhan, X Song, EA Smith, N Vaswani, JW Petrich The Journal of Physical Chemistry B 120 (9), 2484-2490, 2016 | 38 | 2016 |
| Time invariant error bounds for modified-cs-based sparse signal sequence recovery J Zhan, N Vaswani IEEE Transactions on Information Theory 61 (3), 1389-1409, 2015 | 38 | 2015 |
| Performance guarantees for reprocs-correlated low-rank matrix entries case J Zhan, N Vaswani, C Qiu 2014 IEEE International Symposium on Information Theory, 2187-2191, 2014 | 10 | 2014 |
| Separating sparse and low-dimensional signal sequences from time-varying undersampled projections of their sums J Zhan, N Vaswani, I Atkinson 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 8 | 2013 |
| Recursive Dynamic CS: Recursive Recovery of Sparse Signal Sequences from Compressive Measurements: A Review N Vaswani, J Zhan (submitted to) IEEE Transactions on Signal Processing, 2015 | 1 | 2015 |
| Online (Recursive) Robust Principal Components Analysis N Vaswani, C Qiu, B Lois, H Guo, J Zhan Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in …, 2016 | | 2016 |
| Sparse and low rank signal recovery with partial knowledge J Zhan Iowa State University, 2015 | | 2015 |
Namrata VaswaniProfessor, Iowa State UniversityVerified email at iastate.edu
