Attentive Variational Information Bottleneck for TCR–peptide interaction prediction

MOTIVATION: We present a multi-sequence generalization of Variational Information Bottleneck and call the resulting model Attentive Variational Information Bottleneck (AVIB). Our AVIB model leverages multi-head self-attention to implicitly approximate a posterior distribution over latent encodings c...

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Detalles Bibliográficos
Autores principales: Grazioli, Filippo, Machart, Pierre, Mösch, Anja, Li, Kai, Castorina, Leonardo V, Pfeifer, Nico, Min, Martin Renqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825246/
https://www.ncbi.nlm.nih.gov/pubmed/36571499
http://dx.doi.org/10.1093/bioinformatics/btac820

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