Mutual Information Multinomial Estimation

Y Chen, Z Ou, A Weller, Y Li - arXiv preprint arXiv:2408.09377, 2024 - arxiv.org
Estimating mutual information (MI) is a fundamental yet challenging task in data science and
machine learning. This work proposes a new estimator for mutual information. Our main …

Bayesian modeling of mutual exclusivity in cancer mutations

P Czyż, N Beerenwinkel - bioRxiv, 2024 - biorxiv.org
When cancer develops, gene mutations do not occur independently, prompting researchers
to pose scientific hypotheses about their interactions. Synthetic lethal interactions, which …