717 citations · 6.9k across the 43 of their papers we have counts for
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physics.data-an2010
Classifying extremely imbalanced data sets
Markward Britsch, Nikolai Gagunashvili, Michael Schmelling
Imbalanced data sets containing much more background than signal instances are very common in particle physics, and will also be characteristic for the upcoming analyses of LHC dat…
physics.data-an2010★ 5 cited
Parametric fitting of data obtained from detectors with finite resolution and limited acceptance
N. D. Gagunashvili
A goodness-of-fit test for the fitting of a parametric model to data obtained from a detector with finite resolution and limited acceptance is proposed. The parameters of the model…
physics.data-an2010★ 14 cited
Machine learning approach to inverse problem and unfolding procedure
Nikolai Gagunashvili
A procedure for unfolding the true distribution from experimental data is presented. Machine learning methods are applied for simultaneous identification of an apparatus function a…