Author

Caroline Chen

Meta (United Kingdom)ORCID 0000-0002-5463-2690Unclaimed 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:gene regulatory network inference· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexander W. RivesiD· 1 shared Brandon AmosiD· 1 shared Jason J. LiuiD· 1 shared Joshua MeieriD· 1 shared Robert VerkuiliD· 1 shared Tom SercuiD· 1 shared Yann LeCuniD· 1 shared Zeming LiniD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Alexander W. RivesORCID

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1 paper

Recent·Most cited

Neural Potts Model

Tom Sercu, Robert Verkuil, Joshua Meier, Brandon Amos, Zeming Lin, Caroline Chen, Jason J. Liu, Yann LeCun, Alexander W. Rives

The paper introduces a Neural Potts Model that predicts pairwise coupling matrices for protein families using amortized optimization, showing improved performance on low-depth multiple sequence alignments.

bioRxiv · Apr 8, 2021 · PreprintBioinformatics