Online Algorithm for Unsupervised Sensor Selection

international conference on artificial intelligence and statistics, Volume abs/1901.04676, 2019, Pages 3168-3176.

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EI

Abstract:

In many security and healthcare systems, the detection and diagnosis systems use a sequence of sensors/tests. Each test outputs a prediction of the latent state and carries an inherent cost. However, the correctness of the predictions cannot be evaluated due to unavailability of the ground-truth annotations. Our objective is to learn stra...More

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