Author

Katarina A. Milas

University of RochesterORCID 0000-0002-1349-5191Unclaimed 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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Approach:Bayesian inference· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1

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Andrew D. WhiteiD· 1 shared Ziyue YangiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

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1 shared paperBioinformatics

Andrew D. WhiteORCID

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1 paper

Recent·Most cited

Now What Sequence? Pre-trained Ensembles for Bayesian Optimization of Protein Sequences

Ziyue Yang, Katarina A. Milas, Andrew D. White

The paper uses pre-trained sequence models with Bayesian optimization to design protein sequences with minimal labeled data, achieving efficient peptide inhibitor design.

bioRxiv · Aug 5, 2022 · PreprintBioinformatics