conftrace_

cur matrix decomposition

5 papers

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Also known as

CUR

Co-occurring keywords

low-rank approximation (323) nystrom approximation (19) low-rank matrix approximation (9) nystrom method (46) matrix approximation (89) matrix factorization (529) matrix decomposition (119) nyström approximation (19) relative-error bound (4) nyström method (32)

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 NIPS 2012