1 citations · 1 across the 3 of their papers we have counts for
3 papers
Abstract relational structures in models of biology
Léo Diaz, Sean T. Vittadello, Michael P. H. Stumpf
The mathematical formalisms used to model biological systems induce both latent and ambiguous assumptions that can limit or distort their representational capabilities. Developing…
Phase transitions in microbial lineage trees
Kaan Öcal, Syrine Ghrabli, Michael P. H. Stumpf
Microbial populations exhibit high cell-to-cell variability, which fundamentally shapes population behavior. A striking consequence is the existence of phase transitions, where sma…
A closed-form approach to Bayesian inference in tree-structured graphical models
Loïc Schwaller, Stéphane Robin, Michael Stumpf
We consider the inference of the structure of an undirected graphical model in an exact Bayesian framework. More specifically we aim at achieving the inference with close-form post…