eimpute (Q92557)
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Efficiently Impute Large Scale Incomplete Matrix
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | eimpute |
Efficiently Impute Large Scale Incomplete Matrix |
Statements
18 February 2024
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Efficiently impute large scale matrix with missing values via its unbiased low-rank matrix approximation. Our main approach is Hard-Impute algorithm proposed in <https://www.jmlr.org/papers/v11/mazumder10a.html>, which achieves highly computational advantage by truncated singular-value decomposition.
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