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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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L. Schaposnik

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Preprint Sep 2026

TAPS: Target-Aware Permanent Sampling for Graph Diffusion

Permanent air-quality networks are expensive to install and maintain, yet many decisions depend on one future regional exposure rather than the complete pollution field. We introduce Target-Aware Permanent Sampling (TAPS), a graph-diffusion framework for selecting permanent locations observed repeatedly over time, that...

Michelle Lin, L. Schaposnik · 0 citations

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