Establishes W1 quantitative bounds for Laplace-type convergence of measures with norm-like potentials using coarea formula under generalized Jacobian invertibility, applied to maxent and SGLD.
The energy transformation method for the Metropolis algorithm compared with simulated annealing.Probability theory and related fields, 110(1):69–89
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On quantitative Laplace-type convergence results for some exponential probability measures, with two applications
Establishes W1 quantitative bounds for Laplace-type convergence of measures with norm-like potentials using coarea formula under generalized Jacobian invertibility, applied to maxent and SGLD.