Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 36, No. 1 (1987), pp. 82-91 (10 pages) A graph which succinctly displays the separation between two training samples is ...

Real-world data typically exhibits long-tailed class distribution and contains label noise. Previous long-tail learning ...

Researchers developed an AI debiasing technique that improves the fairness of a machine-learning model by boosting its performance for subgroups that are underrepresented in its training data, while ...

A team from the National Institute of Standards and Technology (NIST) is working with the U.S. National Guard on a coordinated effort to train emergency first responders in the delicate and ...

We live in a time of unparalleled use of machine learning (ML), but it relies on one approach to training the models that are implemented in artificial neural networks (ANNs) — so named because ...