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Constrained Diffusion Models with Primal-Dual Inference

Hadou, Samar et al.
arXiv (All) · Papers
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machine-learning
This paper develops constrained diffusion models with primal-dual inference (PDI) to sample from optimal distributions of entropy-regularized optimization problems with \emph{average} constraints. We formalize constrained sampling in the Lagrangian dual domain, where the optimal distribution takes t
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