Variational inference: A review for statisticians, Journal of the American Statistical Association, 2017. ,
Bayesian inference for nonnegative matrix factorisation models, Computational Intelligence and Neuroscience, 2009. ,
Detection of high variability in gene expression from single-cell RNA-seq profiling, BMC Genomics, vol.17, issue.7, 2016. ,
A generalization of principal components analysis to the exponential family, Advances in Neural Information Processing Systems, pp.617-624, 2001. ,
Learning the parts of objects by non-negative matrix factorization, Nature Methods, vol.11, issue.7, pp.788-791, 1999. ,
Comparing spike and slab priors for Bayesian variable selection, Austrian Journal of Statistics, vol.40, issue.4, pp.241-264, 2011. ,
ZIFA: Dimensionality reduction for zero-inflated singlecell gene expression analysis, Genome Biology, vol.16, p.241, 2015. ,
Single-cell RNAseq: Advances and future challenges, Nucleic Acids Research, vol.42, issue.14, pp.8845-8860, 2014. ,
Spike and slab variational inference for multi-task and multiple kernel learning, Advances in Neural Information Processing Systems, pp.2339-2347, 2011. ,
Splatter: Simulation of single-cell RNA sequencing data, Genome Biology, vol.18, p.174, 2017. ,