1 citations · 1 across the 2 of their papers we have counts for
2 papers
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…
cs.LG2022★ 1 cited
Overparameterized ReLU Neural Networks Learn the Simplest Models: Neural Isometry and Exact Recovery
Yifei Wang, Yixuan Hua, Emmanuel Candés +1
The practice of deep learning has shown that neural networks generalize remarkably well even with an extreme number of learned parameters. This appears to contradict traditional st…