Author

Léon Bottou

Meta (United States)ORCID 0000-0002-9894-8128Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

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Anna Klimovskaia· 1 shared David López-Paz· 1 shared Maximilian NickeliD· 1 shared

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2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Anna Klimovskaia

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedJun 11, 2020

Poincare Maps for Analyzing Complex Hierarchies in Single-Cell Data

Anna Klimovskaia, David López-Paz, Léon Bottou, Maximilian Nickel

This paper introduces Poincare maps, a hyperbolic geometry-based method for analyzing complex hierarchies in single-cell data, achieving state-of-the-art results in visualization, clustering, and lineage detection.

92 citationstop 5%

scRNA-seqdeep learning

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