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Hessian corrections to Hybrid Monte Carlo

Published 27 Feb 2017 in stat.CO | (1702.08251v1)

Abstract: A method for the introduction of second-order derivatives of the log likelihood into HMC algorithms is introduced, which does not require the Hessian to be evaluated at each leapfrog step but only at the start and end of trajectories.

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