  Monte Carlo studies of many quantum systems face exponentially severe
signal-to-noise problems. We show that noise arising from complex phase
fluctuations of observables can be reduced without introducing bias using path
integral contour deformation techniques. A numerical study of contour
deformations for correlation functions in Abelian gauge theory and complex
scalar field theory demonstrates that variance can be reduced by orders of
magnitude without modifying Monte Carlo sampling.
