Ashveed Ashraf

Consensus in Effective Model Inference for Disordered Ising Systems

When independent learners are trained on data from the same disordered system, finite and noisy samples can lead them to different descriptions of the underlying physics. We quantify the reproducibility of such descriptions through consensus, the degree of agreement among independently trained models. In a teacher-stud...