Training Neural Networks

Not scheduled
20m
Aula Renzo Leonardi (ECT*)

Aula Renzo Leonardi

ECT*

Strada delle Tabarelle 286, I-38123 Villazzano (Trento)

Speaker

Luigi Del Debbio (The University of Edinburgh)

Description

Machine learning methods are ubiquitous by now. The NNPDF collaboraton has used Neural Networks for many years to extract Parton Distribution Functions (PDFs) from experimental data. A quantitative understanding of the trainig process is now mandatory for precision results for the LHC. We discuss recent progress in modelling the training process and present some potential applications.

Author

Luigi Del Debbio (The University of Edinburgh)

Presentation materials

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