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20242026
most citedProjected gradient descent accumulates at Bouligand stationary points

6 citations · 6 across the 4 of their papers we have counts for

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math.OC2024

Benign landscape for Burer-Monteiro factorizations of MaxCut-type semidefinite programs

Faniriana Rakoto Endor, Irène Waldspurger

We consider MaxCut-type semidefinite programs (SDP) which admit a low rank solution. To numerically leverage the low rank hypothesis, a standard algorithmic approach is the Burer-M…

math.OC2024★ 6 cited

Projected gradient descent accumulates at Bouligand stationary points

Guillaume Olikier, Irène Waldspurger

This paper considers the projected gradient descent (PGD) algorithm for the problem of minimizing a continuously differentiable function on a nonempty closed subset of a Euclidean…