Automated feature selection procedure for particle jet classification

DOI10.1016/j.nuclphysb.2023.116182OpenAlexW4362659511MaRDI QIDQ2698965

Daniela Mascione, Marco Cristoforetti, Roberto Iuppa, Francesco Maria Follega, Andrea Di Luca

Publication date: 25 April 2023

Published in: Nuclear Physics. B (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.nuclphysb.2023.116182

Mathematics Subject Classification ID

Quantum theory (81-XX) Relativity and gravitational theory (83-XX)

Uses Software

• PYTHIA8
• FastJet
• DELPHES
• PyTorch
• ImageNet
• Adam
• RAVE
• CatBoost

Cites Work

• Unnamed Item
• Energy correlation functions for jet substructure
• An introduction to PYTHIA 8.2
• FastJet user manual (for version 3.0.2)
• The anti-\(k_t\) jet clustering algorithm
• The elements of statistical learning. Data mining, inference, and prediction
• Random forests

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