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2025 1

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Causal Posterior Estimation

cs.LG · 2025-05-27 · conditional · novelty 6.0

CPE is a normalizing-flow posterior estimator whose architecture is sparsified according to the conditional dependencies of the model's prior and posterior graphs, with a rectified-flow objective enabling 20-step Euler sampling.

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  • Causal Posterior Estimation cs.LG · 2025-05-27 · conditional · none · ref 2

    CPE is a normalizing-flow posterior estimator whose architecture is sparsified according to the conditional dependencies of the model's prior and posterior graphs, with a rectified-flow objective enabling 20-step Euler sampling.