conftrace_

eigenvector approximation

5 papers

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Co-occurring keywords · papers mentioning both

matrix computation (2) streaming algorithm (2) graph laplacian (2) state representation learning (1) numerical linear algebra (1) online algorithm (1) spectral method (1) randomized svd (1) top eigenvector (1) rayleigh quotient (1)

Papers

Approximating the Top Eigenvector in Random Order Streams NeurIPS 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 The Laplacian in RL: Learning Representations with Efficient Approximations ICLR 2019 Regularized Laplacian Estimation and Fast Eigenvector Approximation NeurIPS 2011