Variational inequalities in Hilbert spaces form a unifying framework for many equilibrium, optimisation and complementarity problems. Given a closed convex set and a monotone operator on a real ...

AE, a graph embedding model that trains in closed form without gradient descent while outperforming conventional graph ...

Researchers have developed IGA, an unsupervised graph alignment framework that uses isomorphism-aware neural networks to ...