Author

Namita T. Gupta

Regeneron (United States)ORCID 0000-0002-4517-1546Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Research Focus:dimensionality reduction· 1 Assay:proteomics· 1 Research Focus:sequence-to-function modeling· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Allen Y. LearyiD· 1 shared Darius ScottiD· 1 shared Dimitris SkokosiD· 1 shared Gurinder S. AtwaliD· 1 shared Janelle C. WaiteiD· 1 shared Peter G. HawkinsiD· 1 shared

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2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Allen Y. LearyORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedMay 20, 2024

Designing meaningful continuous representations of T cell receptor sequences with deep generative models

Allen Y. Leary, Darius Scott, Namita T. Gupta…·Peter G. Hawkins

This paper introduces TCR-VALID, a variational autoencoder for generating and analyzing TCR sequences, showing improved clustering and representation quality.

28 citationstop 5%

proteomicsvariational autoencoder

𝕏 PostBluesky