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20182021
most citedPartially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation

14 citations · 28 across the 4 of their papers we have counts for

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stat.ML2021★ 6 cited

Sequential Neural Posterior and Likelihood Approximation

Samuel Wiqvist, Jes Frellsen, Umberto Picchini

We introduce the sequential neural posterior and likelihood approximation (SNPLA) algorithm. SNPLA is a normalizing flows-based algorithm for inference in implicit models, and ther…