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Reina Camacho Toro (LPNHE)30/11/2020 22:30
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Aishik Ghosh (LAL)30/11/2020 23:00
The traditional methods of training a classifier to separate signal and background events for measurement break down in the context of quantum interference between signal and background processes. How can we train a Machine Learning model without the concept of labels?
New statistical approaches were developed and machine learning approaches are being investigated to solve this problem,...
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Anastasia Kotsokechagia30/11/2020 23:30
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Lennart Rustige01/12/2020 00:00
The topic of this contribution belongs to the field of high energy particle physics (HEP), which is the part of physics dealing with the question: “What are the fundamental building blocks of nature and how do they interact?”
The theoretical framework of this field is called the standard model of particle physics (SM), which is an incredibly powerful framework resulting in very precise...
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