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Robust online active learning
In many industrial applications, obtaining labeled observations is not straightforward as it often requires the intervention of human experts or the use of expensive testing equipment.
Stream-based active learning with linear models
The proliferation of automated data collection schemes and the advances in sensorics are increasing the amount of data we are able to monitor in real-time.
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