Gaussian Process Accelerated Feldman-Cousins Approach for Physical Parameter Inferencephysics.data-an
Efficiently accelerates Feldman-Cousins method using Gaussian processes.
problem Slow computation of confidence intervals in high-energy physics.
method Gaussian process acceleration of Feldman-Cousins method.
result Confidence intervals can be computed 5-10 times faster with similar accuracy.