Amazon Technologies, Inc.

Evgeny Sorkin

Steven L Teig

Eric A Sather

Andrew F Siegel

Some embodiments provide a method for training a machine-trained network that includes multiple parameters. The method propagates a batch of input training items through the network to generate output values and compute values of a loss function for each of the input training items. The method computes a weight for each input training item based on the computed loss function values for each of the input training items. The method selects input training items with larger weights more often than input training items with smaller weights for subsequent batches of input training items.

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Vancouver, Canada

Evgeny Sorkin