FALCON is a novel conformal prediction technique that learns locally calibrated confidence intervals for neural network surrogates modeling LHC scattering amplitudes.
Maltoni, et al., TF07 Snowmass Report: Theory of Collider Phenom- ena
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Electroweak radiative corrections are essential for accurate collider predictions, with current techniques and progress illustrated through di-boson production, vector-boson scattering, and tri-boson production.
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Local Conformal Predictions for Calibrated Surrogates
FALCON is a novel conformal prediction technique that learns locally calibrated confidence intervals for neural network surrogates modeling LHC scattering amplitudes.
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The status of theory in the electroweak sector: Radiative corrections, salient features, approximations
Electroweak radiative corrections are essential for accurate collider predictions, with current techniques and progress illustrated through di-boson production, vector-boson scattering, and tri-boson production.