Abstract: Motivated by the challenges in detecting extremely rare failures for sophisticated specifications in circuit design, we consider the problem of detecting regions of interest (ROIs) that ...

Abstract: Imbalanced datasets pose a significant challenge in machine learning, where rare situations can significantly impact model performance, particularly in safety-critical applications such as ...

As PCMag's resident data journalist, I practically live in Microsoft Excel. I've learned that it's capable of far more than I ...

CEO Patti Poppe told analysts the work would cost about $1 billion annually and be accompanied by plans to harden 4,000 miles of overhead wires.