most citedOverparameterized ReLU Neural Networks Learn the Simplest Models: Neural Isometry and Exact Recovery

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math.OC2026

Disjunctive Sum of Squares

Amir Ali Ahmadi, Sanjeeb Dash, Yixuan Hua +1

We introduce the concept of disjunctive sum of squares for certifying nonnegativity of polynomials. Unlike the popular sum of squares approach where nonnegativity is certified by a…