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[2507.21434] Measuring Sample Quality with Copula Discrepancies

[Submitted on 29 Jul 2025 (v1), last revised 22 Sep 2025 (this version, v2)] View a PDF of the paper titled Measuring Sample Quality with Copula Discrepancies, by Agnideep Aich and 2 other authors View PDF HTML (experimental) Abstract:The scalable Markov chain Monte Carlo (MCMC) algorithms that underpin modern Bayesian machine learning, such as Stochastic Gradient Langevin Dynamics (SGLD), sacrifice …

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