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physics.data-an2016★ 88 cited
Reweighting with Boosted Decision Trees
A. Rogozhnikov
Machine learning tools are commonly used in modern high energy physics (HEP) experiments. Different models, such as boosted decision trees (BDT) and artificial neural networks (ANN…
physics.data-an2015★ 5 cited
Reproducible Experiment Platform
Tatiana Likhomanenko, Alex Rogozhnikov, Alexander Baranov +2
Data analysis in fundamental sciences nowadays is an essential process that pushes frontiers of our knowledge and leads to new discoveries. At the same time we can see that complex…