Expectation consistency for calibration of neural networks

Lucas Clarté, Bruno Loureiro, Florent Krzakala +1

Despite their incredible performance, it is well reported that deep neural networks tend to be overoptimistic about their prediction confidence. Finding effective and efficient cal…