conftrace_

streaming principal component analysis

9 papers

Explore in graph

Also known as

STREAMING PCA

Co-occurring keywords · papers mentioning both

principal component analysis (5) streaming algorithm (4) streaming pca (3) noisy power method (2) power method (2) sample complexity (2) uncertainty quantification (2) dimensionality reduction (2) subspace approximation (1) memory complexity (1)

Papers

Beyond Sin-Squared Error: Linear Time Entrywise Uncertainty Quantification for Streaming PCA UAI 2025 Oja's Algorithm for Streaming Sparse PCA NeurIPS 2024 Noisy Riemannian Gradient Descent for Eigenvalue Computation with Application to Inexact Stochastic Recursive Gradient Algorithm ACML 2022 Robust Streaming PCA NeurIPS 2022 Bootstrapping the Error of Oja's Algorithm NeurIPS 2021 ODE-Inspired Analysis for the Biological Version of Oja’s Rule in Solving Streaming PCA COLT 2020 Streaming Principal Component Analysis in Noisy Setting ICML 2018 The Noisy Power Method: A Meta Algorithm with Applications NeurIPS 2014 Memory Limited, Streaming PCA NeurIPS 2013