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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Silvie Illésová

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Preprint Oct 2026

Optimization Geometry of QAOA and Variational Quantum Algorithms

Variational quantum algorithms turn choices of Hamiltonian, ansatz, and parameterization into a classical nonconvex optimization problem. We study how this objective function can be visualized and characterized in ways that help explain optimizer behavior. We distinguish two properties of the objective: the number of l...

Vojtěch Novák, Ivan Zelinka, Silvie Illésová et al. · 0 citations

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