77 citations · 149 across the 7 of their papers we have counts for
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physics.data-an2018★ 9 cited
Gaussian Process Accelerated Feldman-Cousins Approach for Physical Parameter Inference
Lingge Li, Nitish Nayak, Jianming Bian +1
The unified approach of Feldman and Cousins allows for exact statistical inference of small signals that commonly arise in high energy physics. It has gained widespread use, for in…
physics.ins-det2018★ 35 cited
Improved Energy Reconstruction in NOvA with Regression Convolutional Neural Networks
Pierre Baldi, Jianming Bian, Lars Hertel +1
In neutrino experiments, neutrino energy reconstruction is crucial because neutrino oscillations and differential cross-sections are functions of neutrino energy. It is also challe…