2 papers
stat.CO2024
Stochastic gradient descent estimation of generalized matrix factorization models with application to single-cell RNA sequencing data
Cristian Castiglione, Alexandre Segers, Lieven Clement +1
Single-cell RNA sequencing allows the quantification of gene expression at the individual cell level, enabling the study of cellular heterogeneity and gene expression dynamics. Dim…
stat.ME2022
Non-conjugate variational Bayes for pseudo-likelihood mixed effect models
Cristian Castiglione, Mauro Bernardi
We propose a unified, yet simple to code, non-conjugate variational Bayes algorithm for posterior approximation of generic Bayesian generalized mixed effect models. Specifically, w…