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cur matrix decomposition

5 papers

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CUR

Co-occurring keywords · papers mentioning both

low-rank approximation (3) nystrom approximation (2) low-rank matrix approximation (2) nystrom method (2) matrix approximation (2) matrix factorization (2) matrix decomposition (2) nyström approximation (1) relative-error bound (1) nyström method (1)

Papers

Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020 Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance ICML 2020 Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition JMLR 2016 Improving CUR Matrix Decomposition and the Nystrom Approximation via Adaptive Sampling JMLR 2013 A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound NeurIPS 2012