Articles with "sparse prediction" as a keyword



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Sparse prediction informed by genetic annotations using the logit normal prior for Bayesian regression tree ensembles

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Published in 2022 at "Genetic Epidemiology"

DOI: 10.1002/gepi.22505

Abstract: Using high‐dimensional genetic variants such as single nucleotide polymorphisms (SNP) to predict complex diseases and traits has important applications in basic research and other clinical settings. For example, predicting gene expression is a necessary first… read more here.

Keywords: sparse prediction; informed genetic; regression; prediction informed ... See more keywords
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Coding of Light Fields Using Disparity-Based Sparse Prediction

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Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2957934

Abstract: In this paper we introduce a new light field codec, dubbed WaSPR (warping and sparse prediction on regions), which has additional features and improved performance when compared to our recently introduced WaSP (warping and sparse… read more here.

Keywords: sparse prediction; coding light; prediction; light fields ... See more keywords