93 citations · 276 across the 25 of their papers we have counts for
3 papers · 1 filter
Temporal network compression via network hashing
Rémi Vaudaine, Pierre Borgnat, Paulo Goncalves +2
Pairwise temporal interactions between entities can be represented as temporal networks, which code the propagation of processes such as epidemic spreading or information cascades,…
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…
Clustering with Simplicial Complexes
Thummaluru Siddartha Reddy, Sundeep Prabhakar Chepuri, Pierre Borgnat
In this work, we propose a new clustering algorithm to group nodes in networks based on second-order simplices (aka filled triangles) to leverage higher-order network interactions.…