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News/Learning Submanifolds for Subsequent Inference on Random Dot Product Graphs, Part 1: Theory
arxiv
PublishedSeptember 18, 2026 at 4:00 AM
—neutral

Learning Submanifolds for Subsequent Inference on Random Dot Product Graphs, Part 1: Theory

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arXiv:2609.19357v1 Announce Type: cross Abstract: We propose a framework for restricted inference on random dot product graphs whose latent positions lie on an unknown low-dimensional support manifold. For general decision problems, we propose semisupervised decision rules that use auxiliary data to

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