BOLT, a loss derived from an f-divergence bound on Bayes error, matches or slightly beats cross-entropy on MNIST, Fashion-MNIST, CIFAR-10, and IMDb.
Information-type measures of difference of probability distributions and indirect observations
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Universal Training of Neural Networks to Achieve Bayes Optimal Classification Accuracy
BOLT, a loss derived from an f-divergence bound on Bayes error, matches or slightly beats cross-entropy on MNIST, Fashion-MNIST, CIFAR-10, and IMDb.