Author

Hamid Hamidi

ORCID 0000-0002-5054-4183Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:optimal transport· 1 Approach:statistical model· 1

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Dinghao WangiD· 1 shared Matthew GreenbergiD· 1 shared Quan LongiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperBioinformatics

Dinghao WangORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 29, 2023

Gradient-based implementation of linear model outperforms deep learning models

Hamid Hamidi, Dinghao Wang, Quan Long, Matthew Greenberg

This paper shows that re-implementing a traditional linear mixed model with a modern gradient solver can outperform deep learning models in speed and accuracy for biological data.

DOI 10.1101/2023.07.29.551062

statistical modeloptimal transport

𝕏 PostBluesky