Towards Consistent Predictive Confidence through Fitted Ensembles

Navid Kardan, Ankit Sharma, Kenneth O. Stanley

Deep neural networks are behind many of the recent successes in machine learning applications. However, these models can produce overconfident decisions while encountering out-of-d…