| Robust subspace learning: Robust PCA, robust subspace tracking, and robust subspace recovery N Vaswani, T Bouwmans, S Javed, P Narayanamurthy IEEE signal processing magazine 35 (4), 32-55, 2018 | 339 | 2018 |
| Static and dynamic robust PCA and matrix completion: A review N Vaswani, P Narayanamurthy Proceedings of the IEEE 106 (8), 1359-1379, 2018 | 93 | 2018 |
| Provable dynamic robust PCA or robust subspace tracking P Narayanamurthy, N Vaswani IEEE Transactions on Information Theory 65 (3), 1547-1577, 2018 | 70 | 2018 |
| A fast and memory-efficient algorithm for robust PCA (MEROP) P Narayanamurthy, N Vaswani 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 46 | 2018 |
| Robust PCA and robust subspace tracking: A comparative evaluation S Javed, P Narayanamurthy, T Bouwmans, N Vaswani 2018 IEEE Statistical Signal Processing Workshop (SSP), 836-840, 2018 | 42 | 2018 |
| Nearly optimal robust subspace tracking P Narayanamurthy, N Vaswani International Conference on Machine Learning, 3701-3709, 2018 | 41* | 2018 |
| Provable subspace tracking from missing data and matrix completion P Narayanamurthy, V Daneshpajooh, N Vaswani IEEE Transactions on Signal Processing 67 (16), 4245-4260, 2019 | 27* | 2019 |
| Finite sample guarantees for PCA in non-isotropic and data-dependent noise N Vaswani, P Narayanamurthy 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 21 | 2017 |
| Provable low rank phase retrieval S Nayer, P Narayanamurthy, N Vaswani IEEE Transactions on Information Theory 66 (9), 5875-5903, 2020 | 20 | 2020 |
| Phaseless PCA: Low-rank matrix recovery from column-wise phaseless measurements S Nayer, P Narayanamurthy, N Vaswani International Conference on Machine Learning, 4762-4770, 2019 | 17 | 2019 |
| Fast robust subspace tracking via pca in sparse data-dependent noise P Narayanamurthy, N Vaswani IEEE Journal on Selected Areas in Information Theory 1 (3), 723-744, 2020 | 14 | 2020 |
| Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data P Narayanamurthy, N Vaswani, A Ramamoorthy IEEE Transactions on Signal Processing 70, 3906-3920, 2022 | 12* | 2022 |
| Pca in sparse data-dependent noise N Vaswani, P Narayanamurthy 2018 IEEE International Symposium on Information Theory (ISIT), 641-645, 2018 | 7 | 2018 |
| Provable memory-efficient online robust matrix completion P Narayanamurthy, V Daneshpajooh, N Vaswani ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 5 | 2019 |
| Provable subspace tracking with missing entries P Narayanamurthy, V Daneshpajooh, N Vaswani 2019 IEEE International Symposium on Information Theory (ISIT), 1867-1871, 2019 | 3 | 2019 |
| Column-Based Matrix Approximation with Quasi-Polynomial Structure J Chae, P Narayanamurthy, S Bac, SM Sharada, U Mitra ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
| Matrix Approximation with Side Information: When Column Sampling is Enough J Chae, P Narayanamurthy, S Bac, SM Sharada, U Mitra arXiv preprint arXiv:2212.05469, 2022 | 2 | 2022 |
| Federated Over-Air Robust Subspace Tracking from Missing Data P Narayanamurthy, N Vaswani, A Ramamoorthy ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 1 | 2022 |
| Efficient resampling of speech/audio signals in shift-invariant spaces G Sreedevi, PK Narayanamurthy, CS Seelamantula 2016 Twenty Second National Conference on Communication (NCC), 1-5, 2016 | 1 | 2016 |
| Sketched Column-Based Matrix Approximation With Side Information J Chae, P Narayanamurthy, S Bac, SM Sharada, U Mitra ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
Namrata VaswaniProfessor, Iowa State UniversityПотвърден имейл адрес: iastate.edu
