fastadi

fastadi-package

Implements the AdaptiveImpute matrix completion algorithm of 'Intelligent Initialization and Adaptive Thresholding for Iterative Matrix Completion', &lt;https://amstat.tandfonline.com/doi/abs/10.1080/10618600.2018.1518238&gt;. AdaptiveImpute is useful for embedding sparsely observed matrices, often out performs competing matrix completion algorithms, and self-tunes its hyperparameter, making usage easy.

internal

Implements the AdaptiveImpute matrix completion
algorithm of 'Intelligent Initialization and Adaptive Thresholding for
Iterative Matrix Completion',
<https://amstat.tandfonline.com/doi/abs/10.1080/10618600.2018.1518238>.
AdaptiveImpute is useful for embedding sparsely observed matrices,
often out performs competing matrix completion algorithms, and
self-tunes its hyperparameter, making usage easy.

Alex Hayes

Self-Tuning Data Adaptive Matrix Imputation

Juhee Cho

Donggyu Kim

Karl Rohe

fastadi-package function

Maintainer: Alex Hayes <a href="/link/alexpghayes%40gmail.com?package=fastadi&version=0.1.1" data-mini-rdoc="fastadi::alexpghayes@gmail.com">alexpghayes@gmail.com</a> (<a href="https://orcid.org/0000-0002-4985-5160">ORCID</a>) [copyright holder]
Authors:<ul>
<li>Juhee Cho</li>
<li>Donggyu Kim</li>
<li>Karl Rohe</li>
</ul>

Author

fastadi: Self-Tuning Data Adaptive Matrix Imputation — fastadi-package

Maintainer: Alex Hayes <a href='mailto:alexpghayes@gmail.com'>alexpghayes@gmail.com</a> (<a href='https://orcid.org/0000-0002-4985-5160'>ORCID</a>) [copyright holder]
Authors:<ul>
<li>Juhee Cho</li>
<li>Donggyu Kim</li>
<li>Karl Rohe</li>
</ul>

fastadi-package: fastadi: Self-Tuning Data Adaptive Matrix Imputation

Description

Arguments

Author

See Also