Author

Harshita Agarwala

Technical University of Munich

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:differential expression· 1 Assay:scRNA-seq· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Fabian Joachim TheisiD· 1 shared Leander DonyiD· 1 shared Mohammad LotfollahiiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Fabian Joachim TheisORCID

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1 paper

Recent·Most cited

Out-of-distribution prediction with disentangled representations for single-cell RNA sequencing data

Mohammad Lotfollahi, Leander Dony, Harshita Agarwala, Fabian Joachim Theis

The paper uses β-VAE to learn disentangled representations for scRNA-seq data and shows improved out-of-distribution prediction compared to existing methods.

bioRxiv · Sep 1, 2021 · PreprintBioinformatics