AI RESEARCH
Three Costs of Amortizing Gaussian Process Inference with Neural Processes
arXiv CS.LG
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ArXi:2605.21798v1 Announce Type: new 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.