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Jin-Wen Yang

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Preprint Aug 2026

On the Local Linear Convergence of Operator Splitting Methods for Conic Programming

It is shown that strict complementarity, together with a quadratic facial-violation property of the associated complementary faces, implies uniform quadratic growth of both the primal and dual augmented Lagrangians near a strictly complementary solution, and the local equivalence of three regularity conditions is proved.

L. Ding, Haihao Lu, Jin-Wen Yang · 1 citation
Preprint Aug 2026

On the Complexity of BFGS Method for Smooth Convex Optimization

A global iteration complexity bound is established for the smallest gradient norm among the first $k$ iterates for the smallest gradient norm among the first $k$ iterates when the initial sublevel set is bounded.

Lijun Ding, Jin-Wen Yang, Baoyu Zhou · 0 citations

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