Author

Silvia Chiappa

Google DeepMind (United Kingdom)ORCID 0000-0002-1882-6842Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genomics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Approach:statistical model· 1

Frequent Co-Authors

Albin Cassirer· 1 shared Anirudh GoyaliD· 1 shared Danilo Jimenez RezendeiD· 1 shared David G. T. BarrettiD· 1 shared Jane WangiD· 1 shared Jean-Baptiste Lespiau· 1 shared Jorg BornscheiniD· 1 shared Matthew BotvinickiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenomics

Albin Cassirer

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1 paper

Recent·Most cited

GenomicsbioRxivPreprintApr 11, 2023

DiscoGen: Learning to Discover Gene Regulatory Networks

Nan Rosemary Ke, Sara-Jane Dunn, Jorg Bornschein…·Danilo Jimenez Rezende

This paper introduces DiscoGen, a neural network-based method for discovering Gene Regulatory Networks that outperforms state-of-the-art causal discovery methods.

1 citation

bulk RNA-seqdeep learning

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