Follow
Praneeth Narayanamurthy
Praneeth Narayanamurthy
Verified email at usc.edu - Homepage
Title
Cited by
Cited by
Year
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
3402018
Static and dynamic robust PCA and matrix completion: A review
N Vaswani, P Narayanamurthy
Proceedings of the IEEE 106 (8), 1359-1379, 2018
932018
Provable dynamic robust PCA or robust subspace tracking
P Narayanamurthy, N Vaswani
IEEE Transactions on Information Theory 65 (3), 1547-1577, 2018
702018
A fast and memory-efficient algorithm for robust PCA (MEROP)
P Narayanamurthy, N Vaswani
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
462018
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
422018
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
212017
Provable low rank phase retrieval
S Nayer, P Narayanamurthy, N Vaswani
IEEE Transactions on Information Theory 66 (9), 5875-5903, 2020
202020
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
172019
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
142020
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
72018
Provable memory-efficient online robust matrix completion
P Narayanamurthy, V Daneshpajooh, N Vaswani
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
52019
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
32023
Provable subspace tracking with missing entries
P Narayanamurthy, V Daneshpajooh, N Vaswani
2019 IEEE International Symposium on Information Theory (ISIT), 1867-1871, 2019
32019
Matrix approximation with side information: When column sampling is enough
J Chae, P Narayanamurthy, S Bac, SM Sharada, U Mitra
IEEE Transactions on Signal Processing, 2024
22024
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
12022
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
12016
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
The system can't perform the operation now. Try again later.
Articles 1–20