2 papers
cs.LG2026
DRIFT: Disentangled Responsive-Invariant Flow Transport for Single-Cell Perturbation Prediction
Mustapha Bounoua, Giulio Franzese, Pietro Michiardi
Predicting cellular responses to perturbations is a central problem in cellular biology, with broad applications in systems biology and drug discovery. This task is challenging bec…
cs.LG2026
ALICE: In-context, Zero-shot, Mutual Information Estimation
Giulio Franzese, Simone Rossi, Pietro Michiardi
Estimating mutual information (MI) from samples is a central objective in a variety of scientific fields. Modern neural estimators are accurate in the large-data regime, but they f…