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Stephen Makonin

Exploring Bayesian Surprise to Prevent Overfitting and to Predict Model Performance in Non-Intrusive Load Monitoring

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Sep 16, 2020
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PowerGAN: Synthesizing Appliance Power Signatures Using Generative Adversarial Networks

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Jul 20, 2020
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Towards Comparability in Non-Intrusive Load Monitoring: On Data and Performance Evaluation

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Jan 20, 2020
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On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring

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Dec 12, 2019
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Load Disaggregation Based on Aided Linear Integer Programming

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Aug 30, 2016
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