Praneeth Narayanamurthy

发表

Namrata Vaswani, Praneeth Narayanamurthy, 2018, 2018 IEEE International Symposium on Information Theory (ISIT).

Provable Subspace Tracking with Missing Entries

Namrata Vaswani, Praneeth Narayanamurthy, Vahid Daneshpajooh, 2019, 2019 IEEE International Symposium on Information Theory (ISIT).

Federated Over-the-Air Subspace Learning and Tracking from Incomplete Data.

Aditya Ramamoorthy, Namrata Vaswani, Praneeth Narayanamurthy, 2020 .

Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery

Sajid Javed, Namrata Vaswani, Thierry Bouwmans, 2017, IEEE Signal Processing Magazine.

Provable Subspace Tracking From Missing Data and Matrix Completion

Namrata Vaswani, Praneeth Narayanamurthy, Vahid Daneshpajooh, 2018, IEEE Transactions on Signal Processing.

MEDRoP: Memory-Efficient Dynamic Robust PCA pdf

Namrata Vaswani, Praneeth Narayanamurthy, Praneeth Narayanamurthy, 2017, ArXiv.

Static and Dynamic Robust PCA via Low-Rank + Sparse Matrix Decomposition: A Review pdf

Namrata Vaswani, Praneeth Narayanamurthy, 2018, ArXiv.

Robust PCA, Subspace Learning, and Tracking

Sajid Javed, Namrata Vaswani, Thierry Bouwmans, 2017 .

NEARLY OPTIMAL ROBUST SUBSPACE TRACKING: A UNIFIED APPROACH

Namrata Vaswani, Praneeth Narayanamurthy, Praneeth Narayanamurthy, 2017, 2018 IEEE Data Science Workshop (DSW).

Finite sample guarantees for PCA in non-isotropic and data-dependent noise

Namrata Vaswani, Praneeth Narayanamurthy, Praneeth Narayanamurthy, 2017, 2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Federated Over-the-Air Subspace Learning from Incomplete Data pdf

Aditya Ramamoorthy, Namrata Vaswani, Praneeth Narayanamurthy, 2020, ArXiv.

Robust PCA and Robust Subspace Tracking: A Comparative Evaluation

Sajid Javed, Namrata Vaswani, Thierry Bouwmans, 2018, 2018 IEEE Statistical Signal Processing Workshop (SSP).

Provable Dynamic Robust PCA or Robust Subspace Tracking

Namrata Vaswani, Praneeth Narayanamurthy, Praneeth Narayanamurthy, 2017, IEEE Transactions on Information Theory.

Provable Memory-efficient Online Robust Matrix Completion

Namrata Vaswani, Praneeth Narayanamurthy, Vahid Daneshpajooh, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Provable Low Rank Phase Retrieval and Compressive PCA

Namrata Vaswani, Praneeth Narayanamurthy, Seyedehsara Nayer, 2019 .

Robust PCA and Robust Subspace Tracking pdf

Sajid Javed, Namrata Vaswani, Thierry Bouwmans, 2017, ArXiv.

A Fast and Memory-Efficient Algorithm for Robust PCA (MEROP)

Namrata Vaswani, Praneeth Narayanamurthy, Praneeth Narayanamurthy, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

New Results for Provable Dynamic Robust PCA pdf

Namrata Vaswani, Praneeth Narayanamurthy, Praneeth Narayanamurthy, 2017, ArXiv.

Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise

Namrata Vaswani, Praneeth Narayanamurthy, 2020, IEEE Journal on Selected Areas in Information Theory.

PCA in Data-Dependent Noise (Correlated-PCA): Nearly Optimal Finite Sample Guarantees pdf

Namrata Vaswani, Praneeth Narayanamurthy, Praneeth Narayanamurthy, 2017, ArXiv.

Provable Dynamic Robust PCA or Robust Subspace Tracking

Namrata Vaswani, Praneeth Narayanamurthy, Praneeth Narayanamurthy, 2017, 2018 IEEE International Symposium on Information Theory (ISIT).

NEARLY OPTIMAL ROBUST SUBSPACE TRACKING: A UNIFIED APPROACH

Namrata Vaswani, Praneeth Narayanamurthy, 2018, 2018 IEEE Data Science Workshop (DSW).

Subspace Tracking from Missing and Outlier Corrupted Data pdf

Namrata Vaswani, Praneeth Narayanamurthy, Vahid Daneshpajooh, 2018, ArXiv.

Provable Low Rank Phase Retrieval

Namrata Vaswani, Praneeth Narayanamurthy, Seyedehsara Nayer, 2020, IEEE Transactions on Information Theory.

Static and Dynamic Robust PCA and Matrix Completion: A Review

Namrata Vaswani, Praneeth Narayanamurthy, Praneeth Narayanamurthy, 2018, Proceedings of the IEEE.

Phaseless Low Rank Matrix Recovery and Subspace Tracking pdf

Namrata Vaswani, Praneeth Narayanamurthy, Seyedehsara Nayer, 2019, ArXiv.