Tommaso Dorigo

Orcid: 0000-0002-1659-8727

According to our database1, Tommaso Dorigo authored at least 8 papers between 2019 and 2024.

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Bibliography

2024
TomOpt: differential optimisation for task- and constraint-aware design of particle detectors in the context of muon tomography.
Mach. Learn. Sci. Technol., 2024

Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Simulator-Based Inference with WALDO: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Simulation-Based Inference with WALDO: Perfectly Calibrated Confidence Regions Using Any Prediction or Posterior Estimation Algorithm.
CoRR, 2022

2021
The colours of the Higgs boson: a study in creativity and science motivation among high-school students in Italy.
Smart Learn. Environ., 2021

Advanced Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider.
CoRR, 2021

2020
Dealing with Nuisance Parameters using Machine Learning in High Energy Physics: a Review.
CoRR, 2020

2019
INFERNO: Inference-Aware Neural Optimisation.
Comput. Phys. Commun., 2019


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