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Nayoon Kim, Allen Gehret, Shenyuan Ma, and Jakub Mare膷ek
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Rigorous optimality certificates are no longer restricted to polynomial optimization: constructive Positivstellens盲tze now extend to broad classes of non-polynomial, definable learning objectives with bounded computational graph complexity.