Classification uncertainty for transient gravitational-wave noise artefacts with optimised conformal prediction

Ann-Kristin Malz, Gregory Ashton, Nicolo Colombo

With the increasing use of Machine Learning (ML) algorithms in scientific research comes the need for reliable uncertainty quantification. When taking a measurement it is not enoug…