2 citations · 3 across the 10 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.LG2024
Global Concept Explanations for Graphs by Contrastive Learning
Jonas Teufel, Pascal Friederich
Beyond improving trust and validating model fairness, xAI practices also have the potential to recover valuable scientific insights in application domains where little to no prior…
cs.LG2024
Conditional Normalizing Flows for Active Learning of Coarse-Grained Molecular Representations
Henrik Schopmans, Pascal Friederich
Efficient sampling of the Boltzmann distribution of molecular systems is a long-standing challenge. Recently, instead of generating long molecular dynamics simulations, generative…