Praneeth Narayanamurthy

32 papers A* 2B 4Misc 5Journal 18Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Matrix Approximation With Side Information: When Column Sampling Is Enough. IEEE Trans. Signal Process. Jeongmin Chae, Praneeth Narayanamurthy, Selin Bac, Shaama Mallikarjun Sharada, Urbashi Mitra
2024	Misc	`conf`	Sketched Column-Based Matrix Approximation With Side Information. ICASSP Jeongmin Chae, Praneeth Narayanamurthy, Selin Bac, Shaama Mallikarjun Sharada, Urbashi Mitra
2023	Misc	`conf`	Column-Based Matrix Approximation with Quasi-Polynomial Structure. ICASSP Jeongmin Chae, Praneeth Narayanamurthy, Selin Bac, Shaama Mallikarjun Sharada, Urbashi Mitra
2022	Misc	`conf`	Federated Over-Air Robust Subspace Tracking from Missing Data. ICASSP Praneeth Narayanamurthy, Namrata Vaswani, Aditya Ramamoorthy
2022	J	`jnl`	Federated Over-Air Subspace Tracking From Incomplete and Corrupted Data. IEEE Trans. Signal Process. Praneeth Narayanamurthy, Namrata Vaswani, Aditya Ramamoorthy
2022	B	`conf`	Uncertainty-Based Non-Parametric Active Peak Detection. ISIT Praneeth Narayanamurthy, Urbashi Mitra
2022	J	`jnl`	Uncertainty-Based Non-Parametric Active Peak Detection. CoRR Praneeth Narayanamurthy, Urbashi Mitra
2020	J	`jnl`	Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise. CoRR Namrata Vaswani, Praneeth Narayanamurthy
2020	J	`jnl`	Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent Noise. IEEE J. Sel. Areas Inf. Theory Praneeth Narayanamurthy, Namrata Vaswani
2020	J	`jnl`	Federated Over-the-Air Subspace Learning from Incomplete Data. CoRR Praneeth Narayanamurthy, Namrata Vaswani, Aditya Ramamoorthy
2020	J	`jnl`	Provable Low Rank Phase Retrieval. IEEE Trans. Inf. Theory Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani
2019	J	`jnl`	Phaseless Low Rank Matrix Recovery and Subspace Tracking. CoRR Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani
2019	A*	`conf`	Phaseless PCA: Low-Rank Matrix Recovery from Column-wise Phaseless Measurements. ICML Seyedehsara Nayer, Praneeth Narayanamurthy, Namrata Vaswani
2019	J	`jnl`	Provable Dynamic Robust PCA or Robust Subspace Tracking. IEEE Trans. Inf. Theory Praneeth Narayanamurthy, Namrata Vaswani
2019	Misc	`conf`	Provable Memory-efficient Online Robust Matrix Completion. ICASSP Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani
2019	J	`jnl`	Provable Subspace Tracking From Missing Data and Matrix Completion. IEEE Trans. Signal Process. Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani
2019	B	`conf`	Provable Subspace Tracking with Missing Entries. ISIT Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani
2018	Misc	`conf`	A Fast and Memory-Efficient Algorithm for Robust PCA (MEROP). ICASSP Praneeth Narayanamurthy, Namrata Vaswani
2018	A*	`conf`	Nearly Optimal Robust Subspace Tracking. ICML Praneeth Narayanamurthy, Namrata Vaswani
2018	—	`conf`	Nearly Optimal Robust Subspace Tracking: A Unified Approach. DSW Praneeth Narayanamurthy, Namrata Vaswani
2018	B	`conf`	PCA in Sparse Data-Dependent Noise. ISIT Namrata Vaswani, Praneeth Narayanamurthy
2018	B	`conf`	Provable Dynamic Robust PCA or Robust Subspace Tracking. ISIT Praneeth Narayanamurthy, Namrata Vaswani
2018	—	`conf`	Robust PCA and Robust Subspace Tracking: A Comparative Evaluation. SSP Sajid Javed, Praneeth Narayanamurthy, Thierry Bouwmans, Namrata Vaswani
2018	J	`jnl`	Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery. IEEE Signal Process. Mag. Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy
2018	J	`jnl`	Static and Dynamic Robust PCA and Matrix Completion: A Review. Proc. IEEE Namrata Vaswani, Praneeth Narayanamurthy
2018	J	`jnl`	Static and Dynamic Robust PCA via Low-Rank + Sparse Matrix Decomposition: A Review. CoRR Namrata Vaswani, Praneeth Narayanamurthy
2018	J	`jnl`	Subspace Tracking from Missing and Outlier Corrupted Data. CoRR Praneeth Narayanamurthy, Vahid Daneshpajooh, Namrata Vaswani
2017	J	`jnl`	Finite Sample Guarantees for PCA in Non-Isotropic and Data-Dependent Noise. CoRR Namrata Vaswani, Praneeth Narayanamurthy
2017	—	`conf`	Finite sample guarantees for PCA in non-isotropic and data-dependent noise. Allerton Namrata Vaswani, Praneeth Narayanamurthy
2017	J	`jnl`	MEDRoP: Memory-Efficient Dynamic Robust PCA. CoRR Praneeth Narayanamurthy, Namrata Vaswani
2017	J	`jnl`	New Results for Provable Dynamic Robust PCA. CoRR Praneeth Narayanamurthy, Namrata Vaswani
2017	J	`jnl`	Robust PCA and Robust Subspace Tracking. CoRR Namrata Vaswani, Thierry Bouwmans, Sajid Javed, Praneeth Narayanamurthy