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ORCIDNamrata Vaswani
- > Home > Persons > Namrata Vaswani
Publications
- 2022
[j36]Praneeth Narayanamurthy
, Namrata Vaswani, Aditya Ramamoorthy:
Federated Over-Air Subspace Tracking From Incomplete and Corrupted Data. IEEE Trans. Signal Process. 70: 3906-3920 (2022)- [c70]Praneeth Narayanamurthy, Namrata Vaswani, Aditya Ramamoorthy:
Federated Over-Air Robust Subspace Tracking from Missing Data. ICASSP 2022: 5598-5602 - 2020
- [j33]Praneeth Narayanamurthy, Namrata Vaswani:
Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise. IEEE J. Sel. Areas Inf. Theory 1(3): 723-744 (2020) - [j30]Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani:
Provable Low Rank Phase Retrieval. IEEE Trans. Inf. Theory 66(9): 5875-5903 (2020) - [i41]Praneeth Narayanamurthy, Namrata Vaswani, Aditya Ramamoorthy:
Federated Over-the-Air Subspace Learning from Incomplete Data. CoRR abs/2002.12873 (2020) - [i39]Namrata Vaswani, Praneeth Narayanamurthy:
Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise. CoRR abs/2006.08030 (2020) - 2019
- [j29]Praneeth Narayanamurthy, Namrata Vaswani:
Provable Dynamic Robust PCA or Robust Subspace Tracking. IEEE Trans. Inf. Theory 65(3): 1547-1577 (2019) - [j28]Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani:
Provable Subspace Tracking From Missing Data and Matrix Completion. IEEE Trans. Signal Process. 67(16): 4245-4260 (2019) - [c64]Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani:
Provable Memory-efficient Online Robust Matrix Completion. ICASSP 2019: 7918-7922 - [c63]Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani:
Phaseless PCA: Low-Rank Matrix Recovery from Column-wise Phaseless Measurements. ICML 2019: 4762-4770 - [c62]Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani:
Provable Subspace Tracking with Missing Entries. ISIT 2019: 1867-1871 - [i37]Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani:
Phaseless Low Rank Matrix Recovery and Subspace Tracking. CoRR abs/1902.04972 (2019) - 2018
- [j25]Namrata Vaswani, Praneeth Narayanamurthy:
Static and Dynamic Robust PCA and Matrix Completion: A Review. Proc. IEEE 106(8): 1359-1379 (2018) - [j21]Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy:
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery. IEEE Signal Process. Mag. 35(4): 32-55 (2018) - [c61]Praneeth Narayanamurthy, Namrata Vaswani:
Nearly Optimal Robust Subspace Tracking: A Unified Approach. DSW 2018: 81-85 - [c59]Praneeth Narayanamurthy, Namrata Vaswani:
A Fast and Memory-Efficient Algorithm for Robust PCA (MEROP). ICASSP 2018: 4684-4688 - [c55]Praneeth Narayanamurthy, Namrata Vaswani:
Nearly Optimal Robust Subspace Tracking. ICML 2018: 3698-3706 - [c54]Praneeth Narayanamurthy, Namrata Vaswani:
Provable Dynamic Robust PCA or Robust Subspace Tracking. ISIT 2018: 376-380 - [c53]Namrata Vaswani, Praneeth Narayanamurthy:
PCA in Sparse Data-Dependent Noise. ISIT 2018: 641-645 - [c52]Sajid Javed, Praneeth Narayanamurthy, Thierry Bouwmans, Namrata Vaswani:
Robust PCA and Robust Subspace Tracking: A Comparative Evaluation. SSP 2018: 836-840 - [i35]Namrata Vaswani, Praneeth Narayanamurthy:
Static and Dynamic Robust PCA via Low-Rank + Sparse Matrix Decomposition: A Review. CoRR abs/1803.00651 (2018) - [i33]Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani:
Subspace Tracking from Missing and Outlier Corrupted Data. CoRR abs/1810.03051 (2018) - 2017
- [c51]Namrata Vaswani, Praneeth Narayanamurthy:
Finite sample guarantees for PCA in non-isotropic and data-dependent noise. Allerton 2017: 783-789 - [i32]Praneeth Narayanamurthy, Namrata Vaswani:
New Results for Provable Dynamic Robust PCA. CoRR abs/1705.08948 (2017) - [i31]Namrata Vaswani, Praneeth Narayanamurthy:
Finite Sample Guarantees for PCA in Non-Isotropic and Data-Dependent Noise. CoRR abs/1709.06255 (2017) - [i29]Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy:
Robust PCA and Robust Subspace Tracking. CoRR abs/1711.09492 (2017) - [i28]Praneeth Narayanamurthy, Namrata Vaswani:
MEDRoP: Memory-Efficient Dynamic Robust PCA. CoRR abs/1712.06061 (2017)
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