2023
DOI: 10.1088/1742-6596/2438/1/012084
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A First Application of Collaborative Learning In Particle Physics

Abstract: Over the last ten years, the popularity of Machine Learning (ML) has grown exponentially in all scientific fields, including particle physics. The industry has also developed new powerful tools that, imported into academia, could revolutionise research. One recent industry development that has not yet come to the attention of the particle physics community is Collaborative Learning (CL), a framework that allows training the same ML model with different datasets. This work explores the potential of CL, testing … Show more

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