Asymmetric shelf shuffle on n cards mixes to uniform with TV cutoff at m = c n^{3/2} and explicit profile 1-2Φ(-|2p-1|/(4√3 c)) + O(n^{-1/2}).
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ATune combines Gaussian theoretical analysis with burn-in simulation data to select system-specific splitting integrators and hyperparameter credible intervals for improved HMC stability and performance.
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Adaptive tuning of Hamiltonian Monte Carlo methods
ATune combines Gaussian theoretical analysis with burn-in simulation data to select system-specific splitting integrators and hyperparameter credible intervals for improved HMC stability and performance.