Author

Benjamin Schulz

Amgen (United States)

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Molecular Biology· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1

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Almer M. van der SlootiD· 1 shared CHRISTOPHER JAMES LANGMEADiD· 1 shared Quentin FournieriD· 1 shared Robert McCoy VernoniD· 1 shared Sarath ChandariD· 1 shared

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Almer M. van der SlootORCID

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Recent·Most cited

Molecular BiologybioRxivPreprintSep 23, 2024

Protein Language Models: Is Scaling Necessary?

Quentin Fournier, Robert McCoy Vernon, Almer M. van der Sloot…·CHRISTOPHER JAMES LANGMEAD

This paper introduces AMPLIFY, a protein language model that achieves better performance with less training cost by improving data quality and architecture, challenging the need for scaling.

27 citations

protein sequencestatistical model

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