Content tagged as 'Machine Learning'

single-cell multi-omics integration

An unsupervised manifold alignment algorithm, MMD-MA, for integrating multiple measurements carried out on disjoint aliquots of a given population of single cells.

scHi-C embedding

The first computational embedding method for single cells in terms of their chromatin organization.

Multiple Testing Under Dependence

A graphical model based multiple testing procedure which captures dependence among the hypotheses.

Tumor Heterogeneity Anaysis

Comprehensive statistical inference of the clonal structure of cancer from multiple biopsies (Supported by Moore-Sloan Data Science Environment Fellowship).