no code implementations • 2 Feb 2024 • Jeremy Wayland, Corinna Coupette, Bastian Rieck
Echoing recent calls to counter reliability and robustness concerns in machine learning via multiverse analysis, we present PRESTO, a principled framework for mapping the multiverse of machine-learning models that rely on latent representations.
1 code implementation • NeurIPS 2023 • Joshua Southern, Jeremy Wayland, Michael Bronstein, Bastian Rieck
Graph generative model evaluation necessitates understanding differences between graphs on the distributional level.