An Exponential Reduction in Training Data Sizes for Machine Learning Derived Entanglement Witnesses

Aiden R. Rosebush, Alexander C. B. Greenwood, Brian T. Kirby +1

We propose a support vector machine (SVM) based approach for generating an entanglement witness that requires exponentially less training data than previously proposed methods. SVM…