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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

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Philipp Altmann

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Book Open access Aug 2026

On Representation Smoothness for Robust Architecture Discovery of Variational Quantum Circuits

This work analyzes the effect of encoding discontinuities on diversity-driven discovery and introduces two representation refinements: a smooth, continuous mechanism for gate selection and a factorized representation that separates structural discovery from continuous parameter optimization.

Maximilian Zorn, Jonas Stein, Philipp Altmann et al. · 0 citations

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