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…