2 papers
cs.LG2026
An exponential mechanism based on quadratic approximations for fine-tuning machine learning models with privacy guarantees
Hoang Tran, Jorge Ramirez, Jiayi Wang +3
Fine-tuning adapts a pretrained machine learning model to a small, sensitive dataset, but this process risks memorizing individual new data points, making the model vulnerable to a…
math.NA2026
Bayesian dictionary learning estimation of cell membrane permeability from surface pH data
Alberto Bocchinfuso, Daniela Calvetti, Erkki Somersalo
Gas transport across cell membrane is a very important process in biochemistry which is essential for many crucial tasks, including cell respiration pH regulation in the cell. In t…