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Umberto Picchini

Fast, accurate and lightweight sequential simulation-based inference using Gaussian locally linear mappings

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Mar 16, 2024
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JANA: Jointly Amortized Neural Approximation of Complex Bayesian Models

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Feb 17, 2023
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Sequential Neural Posterior and Likelihood Approximation

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Feb 12, 2021
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Partially Exchangeable Networks and Architectures for Learning Summary Statistics in Approximate Bayesian Computation

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Jan 29, 2019
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