3.2k citations · 3.4k across the 18 of their papers we have counts for
3 papers · 2 filters
Convex Hierarchical Clustering for Graph-Structured Data
Claire Donnat, Susan Holmes
Convex clustering is a recent stable alternative to hierarchical clustering. It formulates the recovery of progressively coalescing clusters as a regularized convex problem. While…
Constrained Bayesian ICA for Brain Connectome Inference
Claire Donnat, Leonardo Tozzi, Susan Holmes
Brain connectomics is a developing field in neurosciences which strives to understand cognitive processes and psychiatric diseases through the analysis of interactions between brai…
Uncertainty Quantification in Multivariate Mixed Models for Mass Cytometry Data
Christof Seiler, Lisa M. Kronstad, Laura J. Simpson +4
Mass cytometry technology enables the simultaneous measurement of over 40 proteins on single cells. This has helped immunologists to increase their understanding of heterogeneity,…