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05/31/2022
Simulation-Based Inference with WALDO: Perfectly Calibrated Confidence Regions Using Any Prediction or Posterior Estimation Algorithm
The vast majority of modern machine learning targets prediction problems...
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05/16/2021
Advanced Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider
Between the years 2015 and 2019, members of the Horizon 2020-funded Inno...
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07/17/2020
Dealing with Nuisance Parameters using Machine Learning in High Energy Physics: a Review
In this work we discuss the impact of nuisance parameters on the effecti...
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06/12/2018
