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09/22/2022
Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey
Over the last ten years, we have seen a significant increase in industri...
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11/10/2021
Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes
This paper proposes a new class of real-time optimization schemes to ove...
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09/18/2020
Modifier Adaptation Meets Bayesian Optimization and Derivative-Free Optimization
This paper investigates a new class of modifier-adaptation schemes to ov...
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11/17/2015
