Romain Lopez
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Charting Cellular States, One Cell at a Time: Computational, Inferential and Modeling Perspectives
In this thesis, we pursue the design of Bayesian models as well as large-scale approximate inference procedures for the analysis of single-cell transcriptomics data. First, we rely on Bayesian statistics to formalize several central algorithmic …
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