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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

Genevera I. Allen

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Preprint Oct 2026

RECAP: Representation-Based Calibration with Amortized Pooling for Frequentist Simulation-Based Inference

Simulation-based inference enables uncertainty quantification in broad contexts when a simulation model is available but when a test statistic's sampling distribution is not tractable. But, frequentist calibration in this setting can be costly over high-dimensional parameter spaces. In this paper, we introduce RECAP (R...

Run-Shi Tang, Genevera I. Allen · 0 citations

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