2 papers
math.PR2025
A distance function for stochastic matrices
Antony R. Lee, Peter Tino, Iain Bruce Styles
Motivated by information geometry, a distance function on the space of stochastic matrices is advocated. Starting with sequences of Markov chains the Bhattacharyya angle is advocat…
q-bio.GN2025
Whole-Genome Phenotype Prediction with Machine Learning: Open Problems in Bacterial Genomics
Tamsin James, Ben Williamson, Peter Tino +1
How can we identify causal genetic mechanisms that govern bacterial traits? Initial efforts entrusting machine learning models to handle the task of predicting phenotype from genot…