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On the Optimality of the Oja's Algorithm for Online PCA

Statistics and computing (Stat Comput), 2021

31 March 2021

Xin Liang

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Papers citing "On the Optimality of the Oja's Algorithm for Online PCA"

7 / 7 papers shown

Low-Precision Streaming PCA

179

25 Oct 2025

Global Convergence of Adaptive Sensing for Principal Eigenvector Estimation

Alex Saad-Falcon

Brighton Ancelin

Justin Romberg

205

16 May 2025

Manifold learning and optimization using tangent space proxies

Ryan A. Robinett

Lorenzo Orecchia

Samantha J. Riesenfeld

307

22 Jan 2025

Black-Box

k

-to-

1

-PCA Reductions: Theory and Applications

443

06 Mar 2024

Fair Streaming Principal Component Analysis: Statistical and Algorithmic ViewpointNeural Information Processing Systems (NeurIPS), 2023

286

28 Oct 2023

Bootstrapping the error of Oja's algorithmNeural Information Processing Systems (NeurIPS), 2021

Robert Lunde

Purnamrita Sarkar

Rachel A. Ward

396

28 Jun 2021

Robust Streaming PCANeural Information Processing Systems (NeurIPS), 2019

384

08 Feb 2019