2025
On the Hölder Stability of Multiset and Graph Neural Networks
ICLR 2025oral
Extensive research efforts have been put into characterizing and constructing maximally separating multiset and graph neural networks. However, recent empirical evidence suggests the notion of separation itself doesn't capture several interesting phenomena. On the one hand, the quality of this sepa…