2 citations · 2 across the 5 of their papers we have counts for
5 papers
Explaining models relating objects and privacy
Alessio Xompero, Myriam Bontonou, Jean-Michel Arbona +2
Accurately predicting whether an image is private before sharing it online is difficult due to the vast variety of content and the subjective nature of privacy itself. In this pape…
Identifying a piecewise affine signal from its nonlinear observation -- application to DNA replication analysis
Clara Lage, Nelly Pustelnik, Benjamin Audit +2
DNA replication stands as one of the fundamental biological processes crucial for cellular functioning. Recent experimental developments enable the study of replication dynamics at…
A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches
Myriam Bontonou, Anaïs Haget, Maria Boulougouri +3
Many machine learning models have been proposed to classify phenotypes from gene expression data. In addition to their good performance, these models can potentially provide some u…
Studying Limits of Explainability by Integrated Gradients for Gene Expression Models
Myriam Bontonou, Anaïs Haget, Maria Boulougouri +3
Understanding the molecular processes that drive cellular life is a fundamental question in biological research. Ambitious programs have gathered a number of molecular datasets on…
Cooperativity in the annealing of DNA origamis
Jean-Michel Arbona, Jean-Pierre Aimé, Juan Elezgaray
DNA based nanostructures built on a long single stranded DNA scaffold, known as DNA origamis, offer the possibility to organize various molecules at the nanometer scale in one pot…