Probabilistic matrix factorization


Probabilistic count matrix factorization for single cell transcriptomic data analyses (dimension reduction, visualization).

Multivariate Analysis of High-Throughput Sequencing Data

The statistical analysis of Next-Generation Sequencing data raises many computational challenges regarding modeling and inference, especially because of the high dimensionality of genomic data. The research work in this manuscript concerns hybrid …