Recent biological studies have been revolutionized in scale and granularity by multiplex and
high-throughput assays. Profiling cell responses across several experimental parameters …

Tissue-level and organism-level biological processes often involve the coordinated action of
multiple distinct cell types. The recent application of single-cell assays to many individuals …

Social networks are becoming larger and more complex as new ways of collecting social
interaction data arise (namely from online social networks, mobile devices sensors,...) …

Non-pharmaceutical interventions have been implemented worldwide to curb the spread of
COVID-19. However, the effectiveness of such governmental measures in reducing the …

Network data has become widespread, larger, and more complex over the years. Traditional
network data is dyadic, capturing the relations among pairs of entities. With the need to …

Community detection on mixture multilayer networks via regularized tensor decomposition
Page 1 The Annals of Statistics 2021, Vol. 49, No. 6, 3181–3205 https://doi.org/10.1214/21-AOS2079 …

Immune sentinel macrophages initiate responses to pathogens via hundreds of immune
response genes. Each immune threat demands a tailored response, suggesting that the …

Three-way correspondence analysis is a suitable multivariate method for visualising the
association in three-way categorical data, modelling the global dependence, or reducing …

In this paper, we first introduce the multilayer random dot product graph (MRDPG) model,
which can be seen as an extension of the random dot product graph model to multilayer …

Tissue-and organism-level biological processes often involve coordinated action of multiple
distinct cell types. Current computational methods for the analysis of single-cell RNA …