Universal Training of Neural Networks to Achieve Bayes Optimal Classification Accuracy

Mohammadreza Tavasoli Naeini, Ali Bereyhi, Morteza Noshad +2

This work invokes the notion of $f$-divergence to introduce a novel upper bound on the Bayes error rate of a general classification task. We show that the proposed bound can be com…