no code implementations • 17 Jul 2023 • Laura Iacovissi, Nan Lu, Robert C. Williamson
We generalize the definition of corruption beyond the concept of distributional shift: corruption includes all modifications of a learning problem, including changes in model class and loss function.
1 code implementation • 23 Dec 2021 • Laura Iacovissi, Caterina De Bacco
It assumes that each node has a preference in the interaction mechanism and nodes with the same preference are more likely to interact, while heterogeneous interactions are still allowed.