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20182026
most citedPerturbation techniques for convergence analysis of proximal gradient method and other first-order algorithms via variational analysis

7 citations · 10 across the 7 of their papers we have counts for

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math.OC2026

Directional Optimality Conditions for Optimization Problems in Asplund Spaces

Weihao Mao, Jane J. Ye

This paper develops directional necessary optimality conditions for constrained optimization problems in Asplund spaces. Under directional metric subregularity, we first derive a d…

math.OC2026

Directional Subdifferentials of the Value Function in Asplund Spaces

Weihao Mao, Jane J. Ye

Directional subdifferentials of the value function provide a quantitative measure of optimal value response to perturbations. While existing results are largely limited to finite-d…