Sample-efficient estimation of entanglement entropy through supervised learning

Maximilian Rieger, Moritz Reh, Martin Gärttner

We explore a supervised machine learning approach to estimate the entanglement entropy of multi-qubit systems from few experimental samples. We put a particular focus on estimating…