Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies
Abstract
When monitoring spatial phenomena, which can often be modeled as Gaussian processes (GPs), choosing sensor locations is a fundamental task. There are several common strategies to address this task,...
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- Algorithm
- Gaussian
- Gaussian process
- Computer science
- Empirical research
- Mathematical optimization
- Mathematics
- Statistics
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