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Yeganeh Alimohammadi

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titleconferencedate
A Local Graph Limits Perspective on Sampling-Based GNNsGraph Learning Meets Theoretical Computer Science 20252025-08-11
Uses the Benjamini–Schramm limits framework to prove that, under mild assumptions (local samplers, Lipschitz loss), parameters trained on many small fixed‑size…
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Algorithms Using Local Graph Features to Predict EpidemicsEpidemics and Information Diffusion (Simons Institute, 2022)2022-10-24
Claims a nonparametric local estimator that uses repeated K‑neighborhood contact tracing queries (constant K and constant number of queries) to estimate…
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