Regulating Sensor Error in Wastewater Management Systems with Machine Learning

A tutorial for building a real-time sensor anomaly detector for use in municipal wastewater treatment systems.

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Machine Learning and the Physical Sciences

Machine learning encompasses a broad range of algorithms and modeling tools used for a vast array of data processing tasks, which has entered most scientific disciplines in recent years. We review in a selective way the recent research on the interface be... (more…)

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Stealing Machine Learning Models via Prediction APIs

Imagine our world later in this century, when machines have gotten better. Cars and trucks drive themselves, and there’s hardly ever an accident.  Robots root through the earth for raw materials, and miners are never trapped. Robotic surgeons rarely ...

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