Author

Justin B. Kinney

Primary ORCID profile (0000-0003-1897-3778 · 20 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Justin B. KinneyiD20 papers · Cold Spring Harbor Laboratory

Biology Disciplines

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Approach:statistical model· 2 Approach:deep learning· 1 Research Focus:protein folding & dynamics· 1 Assay:proteomics· 1

Frequent Co-Authors

Aleksandra M. WalczakiD· 1 shared Gurinder S. Atwal· 1 shared Rhys M. Adams· 1 shared Thierry MoraiD· 1 shared

Activity by Year

2013-2017 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 3 mutual co-author links

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1 shared paperBiophysics

Aleksandra M. WalczakORCID

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2 papers

Recent·Most cited

Physical epistatic landscape of antibody binding affinity

Rhys M. Adams, Justin B. Kinney, Aleksandra M. Walczak, Thierry Mora

The paper maps the epistatic landscape of antibody binding affinity using a null model and Tite-Seq data, showing that epistasis enhances the mutational accessibility of high-affinity antibodies.

bioRxiv · Dec 11, 2017 · PreprintBiophysics

Parametric inference in the large data limit using maximally informative models

Justin B. Kinney, Gurinder S. Atwal

The paper develops a method to infer filters in high-dimensional data by maximizing mutual information between measurements and representations, bypassing the need for precise noise function knowledge.

bioRxiv · Dec 13, 2013Biophysics