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Title

Title
Subspace Recovery from Heterogeneous Data with Non-isotropic NoiseNeural Information Processing Systems (NeurIPS), 2022 John C. Duchi Vitaly Feldman Lunjia Hu Kunal Talwar FedML 149 13 0 24 Oct 2022
$An exact $\sinΘ$ formula for matrix perturbation analysis and its applications$ An exact $\sinΘ$ formula for matrix perturbation analysis and its applications He Lyu Rongrong Wang 392 3 0 16 Nov 2020
Episodic Linear Quadratic Regulators with Low-rank Transitions Tianyu Wang Lin F. Yang 146 3 0 03 Nov 2020
Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent NoiseIEEE Journal on Selected Areas in Information Theory (JSAIT), 2020 Praneeth Narayanamurthy Namrata Vaswani 386 11 0 14 Jun 2020
Stochastic Linear Bandits with Hidden Low Rank Structure Sahin Lale Kamyar Azizzadenesheli Anima Anandkumar B. Hassibi 201 29 0 28 Jan 2019
Heteroskedastic PCA: Algorithm, Optimality, and Applications Anru R. Zhang T. Tony Cai Yihong Wu 388 79 0 19 Oct 2018
Provable Subspace Tracking from Missing Data and Matrix Completion Praneeth Narayanamurthy Vahid Daneshpajooh Namrata Vaswani 244 22 0 06 Oct 2018
Static and Dynamic Robust PCA and Matrix Completion: A ReviewProceedings of the IEEE (Proc. IEEE), 2018 Namrata Vaswani Praneeth Narayanamurthy 222 78 0 01 Mar 2018
Nearly Optimal Robust Subspace Tracking Praneeth Narayanamurthy Namrata Vaswani 249 9 0 17 Dec 2017
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery Namrata Vaswani T. Bouwmans S. Javed Praneeth Narayanamurthy OOD 361 294 0 26 Nov 2017

Title

Subspace Recovery from Heterogeneous Data with Non-isotropic NoiseNeural Information Processing Systems (NeurIPS), 2022

149

24 Oct 2022

$An exact $\sinΘ$ formula for matrix perturbation analysis and its applications$

An exact

\sinΘ

formula for matrix perturbation analysis and its applications

He Lyu

Rongrong Wang

392

16 Nov 2020

Episodic Linear Quadratic Regulators with Low-rank Transitions

Tianyu Wang

Lin F. Yang

146

03 Nov 2020

Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent NoiseIEEE Journal on Selected Areas in Information Theory (JSAIT), 2020

Praneeth Narayanamurthy

Namrata Vaswani

386

14 Jun 2020

Stochastic Linear Bandits with Hidden Low Rank Structure

Sahin Lale

Kamyar Azizzadenesheli

Anima Anandkumar

B. Hassibi

201

28 Jan 2019

Heteroskedastic PCA: Algorithm, Optimality, and Applications

Anru R. Zhang

T. Tony Cai

Yihong Wu

388

19 Oct 2018

Provable Subspace Tracking from Missing Data and Matrix Completion

Praneeth Narayanamurthy

Vahid Daneshpajooh

Namrata Vaswani

244

06 Oct 2018

Static and Dynamic Robust PCA and Matrix Completion: A ReviewProceedings of the IEEE (Proc. IEEE), 2018

Namrata Vaswani

Praneeth Narayanamurthy

222

01 Mar 2018

Nearly Optimal Robust Subspace Tracking

Praneeth Narayanamurthy

Namrata Vaswani

249

17 Dec 2017

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

Namrata Vaswani

T. Bouwmans

S. Javed

Praneeth Narayanamurthy

OOD

361

294

26 Nov 2017

Title
Subspace Recovery from Heterogeneous Data with Non-isotropic NoiseNeural Information Processing Systems (NeurIPS), 2022 John C. Duchi Vitaly Feldman Lunjia Hu Kunal Talwar FedML 149 13 0 24 Oct 2022
$An exact $\sinΘ$ formula for matrix perturbation analysis and its applications$ An exact $\sinΘ$ formula for matrix perturbation analysis and its applications He Lyu Rongrong Wang 392 3 0 16 Nov 2020
Episodic Linear Quadratic Regulators with Low-rank Transitions Tianyu Wang Lin F. Yang 146 3 0 03 Nov 2020
Fast Robust Subspace Tracking via PCA in Sparse Data-Dependent NoiseIEEE Journal on Selected Areas in Information Theory (JSAIT), 2020 Praneeth Narayanamurthy Namrata Vaswani 386 11 0 14 Jun 2020
Stochastic Linear Bandits with Hidden Low Rank Structure Sahin Lale Kamyar Azizzadenesheli Anima Anandkumar B. Hassibi 201 29 0 28 Jan 2019
Heteroskedastic PCA: Algorithm, Optimality, and Applications Anru R. Zhang T. Tony Cai Yihong Wu 388 79 0 19 Oct 2018
Provable Subspace Tracking from Missing Data and Matrix Completion Praneeth Narayanamurthy Vahid Daneshpajooh Namrata Vaswani 244 22 0 06 Oct 2018
Static and Dynamic Robust PCA and Matrix Completion: A ReviewProceedings of the IEEE (Proc. IEEE), 2018 Namrata Vaswani Praneeth Narayanamurthy 222 78 0 01 Mar 2018
Nearly Optimal Robust Subspace Tracking Praneeth Narayanamurthy Namrata Vaswani 249 9 0 17 Dec 2017
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery Namrata Vaswani T. Bouwmans S. Javed Praneeth Narayanamurthy OOD 361 294 0 26 Nov 2017

Title

Subspace Recovery from Heterogeneous Data with Non-isotropic NoiseNeural Information Processing Systems (NeurIPS), 2022

149

24 Oct 2022

$An exact $\sinΘ$ formula for matrix perturbation analysis and its applications$

An exact