Posterior contraction rates for parameters are derived by bounding moments of the Langevin SDE whose stationary distribution is the posterior, yielding a unified rate equation for weakly concave log-likelihoods.
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A Diffusion Process Perspective on Posterior Contraction Rates for Parameters
Posterior contraction rates for parameters are derived by bounding moments of the Langevin SDE whose stationary distribution is the posterior, yielding a unified rate equation for weakly concave log-likelihoods.