Transforming Bell's Inequalities into State Classifiers with Machine Learning

Understand

Quantum information science has profoundly changed the ways we understand, store, and process information.

• A major challenge in this field is to look for an efficient means for classifying quantum state.
• For instance, one may want to determine if a given quantum state is entangled or not.
• However, the process of a complete characterization of quantum states, known as quantum state tomography, is a resource-consuming operation in general.