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Quasi-difference-convexity: Modernization of Quasi-differentiable Optimization

math.OC · 2025-07-16 · conditional · novelty 6.0

The authors unify and extend the theory of quasi-differentiable functions under the name quasi-difference-convex (quasi-dc), and prove subsequential and sequential convergence with rates for surrogate-based descent algorithms on composite quasi-dc programs.

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  • Quasi-difference-convexity: Modernization of Quasi-differentiable Optimization math.OC · 2025-07-16 · conditional · none · ref 20

    The authors unify and extend the theory of quasi-differentiable functions under the name quasi-difference-convex (quasi-dc), and prove subsequential and sequential convergence with rates for surrogate-based descent algorithms on composite quasi-dc programs.