thesis

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 …