no code implementations • 1 Nov 2023 • Peter A. Zachares, Vahan Hovhannisyan, Alan Mosca, Yarin Gal
This work focuses on the novel problem setting of generating graphs conditioned on a description of the graph's functional requirements in a downstream task.
no code implementations • 18 Sep 2015 • Vahan Hovhannisyan, Panos Parpas, Stefanos Zafeiriou
Composite convex optimization models arise in several applications, and are especially prevalent in inverse problems with a sparsity inducing norm and in general convex optimization with simple constraints.