Author

Jens Nußberger

University of Freiburg

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Biology Disciplines

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Assay:GWAS summary statistics· 1 Research Focus:imputation· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Frederic BoeseliD· 1 shared Harald BinderiD· 1 shared Moritz HessiD· 1 shared Stefan LenziD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Frederic BoeselORCID

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1 paper

Recent·Most cited

Synthetic observations from deep generative models and binary omics data with limited sample size

Jens Nußberger, Frederic Boesel, Stefan Lenz, Harald Binder, Moritz Hess

The paper evaluates generative models for binary omics data with small sample sizes, finding DBMs and VAEs perform better than GANs for recovering pairwise relationships.

Briefings in Bioinformatics · Aug 24, 2020Peer-reviewedBioinformatics