Search Results for author: Raghu Arghal

Found 1 papers, 0 papers with code

Robust Graph Neural Networks via Probabilistic Lipschitz Constraints

no code implementations14 Dec 2021 Raghu Arghal, Eric Lei, Shirin Saeedi Bidokhti

This allows for the use of the same computationally efficient algorithm on sampled constraints, which provides PAC-style guarantees on the stability of the GNN using results in scenario optimization.

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