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It Just Takes Two: Scaling Amortized Inference to Large Sets

Wehenkel, Antoine et al.
arXiv (All) · Papers
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high-energy-physics-experimenthigh-energy-physics-phenomenology
Neural posterior estimation has emerged as a powerful tool for amortized inference, with growing adoption across scientific and applied domains. In many of these applications, the conditioning variable is a set of observations whose elements depend not only on the target but also on unknown factors
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