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cs.LG2022★ 2 cited
A monitoring framework for deployed machine learning models with supply chain examples
Bradley Eck, Duygu Kabakci-Zorlu, Yan Chen +2
Actively monitoring machine learning models during production operations helps ensure prediction quality and detection and remediation of unexpected or undesired conditions. Monito…
cs.LG2021
Knowledge- and Data-driven Services for Energy Systems using Graph Neural Networks
Francesco Fusco, Bradley Eck, Robert Gormally +2
The transition away from carbon-based energy sources poses several challenges for the operation of electricity distribution systems. Increasing shares of distributed energy resourc…