In an attempt to mitigate bias from classifiers as a result of imbalanced training data, researchers at Amazon's Alexa division have developed a new technique to reduce error rates in some data-imbalanced systems.
This is a novel approach which can be seen as forming one part of the fight back against biased datasets, leading to performance improvements and more accurate results.
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