conftrace_

eigenvector approximation

4 papers

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Co-occurring keywords

matrix computation (20) pagerank (1) numerical linear algebra (35) online algorithm (445) streaming algorithm (131) spectral method (204) randomized svd (2) top eigenvector (2) rayleigh quotient (2) matrix eigenvector (2)

Papers

Approximating the Top Eigenvector in Random Order Streams NIPS 2024
Improved analysis of randomized SVD for top-eigenvector approximation AISTATS 2022
Streaming k-PCA: Efficient guarantees for Oja’s algorithm, beyond rank-one updates COLT 2021
Regularized Laplacian Estimation and Fast Eigenvector Approximation NIPS 2011