Methods, systems, and apparatus for estimating expectation values of a
quantum state with respect to a set of observables and to a target precision. In one aspect a method includes computing, using multiple physical copies of the
quantum state and for each
observable in the set of observables, an estimate of a magnitude of the expectation value of the
quantum state with respect to the
observable; generating, using the estimated magnitudes, an updated set of observables; computing, using the updated set of observables, a classical description of a mimicking
quantum state; and performing Bell sampling on a
tensor product of a physical copy of the
quantum state and a physical copy of the mimicking
quantum state to obtain, for each
observable in the updated set of observables, an estimate of a sign of the expectation value of the quantum state with respect to the observable.