2 papers
stat.AP2022
Efficient Inference of Spatially-varying Gaussian Markov Random Fields with Applications in Gene Regulatory Networks
Visweswaran Ravikumar, Tong Xu, Wajd N. Al-Holou +2
In this paper, we study the problem of inferring spatially-varying Gaussian Markov random fields (SV-GMRF) where the goal is to learn a network of sparse, context-specific GMRFs re…
q-bio.GN2009
Identification and Query of Activated Gene Pathways in Disease Progression
Arvind Rao, Alfred O. Hero, III
Disease occurs due to aberrant expression of genes and modulation of the biological pathways along which they lie. Inference of activated gene pathways, using gene expression data…