Publications

(2025). Analysis of multi-condition single-cell data with latent embedding multivariate regression. Nat. Genet..

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(2023). Deep learning-based predictions of gene perturbation effects do not yet outperform simple linear methods. bioR$\chi$iv.

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(2023). Comparison of transformations for single-cell RNA-seq data. Nat. Methods.

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(2020). glmGamPoi: fitting Gamma-Poisson generalized linear models on single cell count data. Bioinformatics.

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(2019). proDA: Probabilistic Dropout Analysis for Identifying Differentially Abundant Proteins in Label-Free Mass Spectrometry. bioR$\chi$iv.

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(2018). MixDir: Scalable Bayesian Clustering for High-Dimensional Categorical Data. IEEE DSAA.

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(2015). Backbone circularization of Bacillus subtilis family 11 xylanase increases its thermostability and its resistance against aggregation. Mol. BioSyst..

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