Search Results for author: Vahan Hovhannisyan

Found 2 papers, 0 papers with code

Form follows Function: Text-to-Text Conditional Graph Generation based on Functional Requirements

no code implementations1 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.

Graph Generation Inductive Bias +3

MAGMA: Multi-level accelerated gradient mirror descent algorithm for large-scale convex composite minimization

no code implementations18 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.

Face Recognition

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