2 papers
quant-ph2026
A Universal Entanglement Witness Generator
Aiden R. Rosebush, Alexander C. B. Greenwood, Andi Shahaj +1
Entanglement witnesses are essential for certifying entanglement, yet constructing ones that are both noise-robust and economical in measurement settings remains challenging - part…
quant-ph2023
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…