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Extended Invariant Risk Minimization for Machine Fault Diagnosis With Label Noise and Data Shift

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Incorrect labels as well as the discrepancy between training and test domain data distributions can significantly affect the effectiveness of supervised data-driven models in machine fault diagnosis applications. Such a challenge can be characterized as the no... ...