Inferring the quantum density matrix with machine learning

Kyle Cranmer, Siavash Golkar, Duccio Pappadopulo

We introduce two methods for estimating the density matrix for a quantum system: Quantum Maximum Likelihood and Quantum Variational Inference. In these methods, we construct a vari…