Confidence Calibration with Bounded Error Using Transformations

Sooyong Jang, Radoslav Ivanov, Insup Lee +1

As machine learning techniques become widely adopted in new domains, especially in safety-critical systems such as autonomous vehicles, it is crucial to provide accurate output unc…