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matrix eigenvector

2 papers

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Co-occurring keywords · papers mentioning both

randomized svd (1) top eigenvector (1) rayleigh quotient (1) eigenvalue computation (1) riemannian gradient descent (1) stochastic recursive gradient (1) matrix computation (1) streaming principal component analysis (1) eigenvector approximation (1) low-rank approximation (1)

Papers

Improved analysis of randomized SVD for top-eigenvector approximation AISTATS 2022 Noisy Riemannian Gradient Descent for Eigenvalue Computation with Application to Inexact Stochastic Recursive Gradient Algorithm ACML 2022