Selective Classification for Deep Neural Networks

NeurIPS 2017 Yonatan GeifmanRan El-Yaniv

Selective classification techniques (also known as reject option) have not yet been considered in the context of deep neural networks (DNNs). These techniques can potentially significantly improve DNNs prediction performance by trading-off coverage... (read more)

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