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Paper

Three Costs of Amortizing Gaussian Process Inference with Neural Processes

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AI summary

arXiv:2605. 21798v1 Announce Type: cross Abstract: Neural processes amortize Gaussian process inference, replacing the exact $O(n^3)$ posterior with a learned $O(n)$ map from context sets to predictive distributions.