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stat.ME 1

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2025 1

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Model-Free Assessment of Simulator Fidelity via Quantile Curves

stat.ME · 2025-12-04 · unverdicted · novelty 5.0

A model-free method builds confidence sets for latent parameters to proxy sim-to-real discrepancies and estimates the quantile function of that proxy to produce a distribution-level fidelity profile for simulators.

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  • Model-Free Assessment of Simulator Fidelity via Quantile Curves stat.ME · 2025-12-04 · unverdicted · none · ref 27

    A model-free method builds confidence sets for latent parameters to proxy sim-to-real discrepancies and estimates the quantile function of that proxy to produce a distribution-level fidelity profile for simulators.